An automatic generated nba archive by char-rnn

char-rnn nba-archive.md

Can you imagine a computer can generate an nba article?

The following is some nba articles fully-automatically generated by char-cnn, a recurrent-neural-network library thanks to Andrej Karpathy [link]. The library is awesome to easy, and very user-friendly. You should try it! :)

Basically, I wrote a python script [link] to extract past archives . And use that as the training set for the recurrent neural network.

The articles below are generated by a network trained with rougly about 2 millions character (which is an okay size; not big enough though). You can see that the generated article contains artificial author names, speeches, etc; similar to an nba archive (although the logic has to be improved, it is FUN.)

You can tune the parameter and train with a even bigger dataset using my script. And you will probably get better result! Have fun:)

NETWORK --> 2-layers; 128 hidden units each; LSTM; dropout 0.7; number of epochs: 25.08

TEXT GENERATION --> length:2000; temperature:0.81; primetext:'---'

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    Thursday, January 28, 2014

George replayed or Restall Nadion now

    By Brian Price Trose (from Ony ESPN's Team USA's comment


    By Marc SteinESPN.com

To the NBA three respected to how Weans will be because of the Houston. He said, felled career for the really process that on seive up Aples in a first relationship about the Cavs was a finished because intide, when he had been an than future 10 summer in season, but he's vility that Liwens and Thompson go what believe Roters have severed working they really of the manager for the Star Monday up his fiston and helt knee the starts his game up for the changes in presenting on last season portions as of all of the stand with his meet of a reloced the Celtics and Wednesday in 2003, who has been free anongery. We son that he can at a proved to faces to be averaging part of the especially going one for these with the Cavaliers didn't pericy take to the dispecially to were to the bryand of the rebounds and for down games the deal of Clapengeroves.
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On Family or believed himself with his right two seasons with the "You the former far and just comminted in intertiate to the consafter three ding bit to really can to the phoining a limed this work of the natarised this get of his for a stist in whine he dose on their totDevelaive as he has surpariled came of needing in the last week it in 2014.
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Note:

With a bigger network and more hidden parameters, the archives start to make more sense. (1) The recurrent neural network learns to generate multiple archives. (2) Each sentence is more completed (less spelling or nonsense vocabs). (3) Some sentences are highly coherent. (4) One amazing thing is that the quotes "", are placed in correct order. (5) Different archives have different size. (6) The archives have date, title, author, and sometime even with updated date! (7) However, the contents may not relate to title and some sentences are not related to each other. This has to be improved.

Overall, it is pretty cool. :)

---

NETWORK --> 3-layers; 256 hidden units each; LSTM; dropout 0.5; number of epochs: 50

TEXT GENERATION --> length:2000; temperature:0.8; primetext:'---'

---

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    Tuesday, September 27, 2014

Harden worked out to Marcus Bosh

    By Arash MarkaziESPN.com

PHICAGO -- day the ownership game for league time the coach is me trip for the winning game and guard 2014-14 NBA coach Krzyzewski spent.
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    Thursday, January 12, 2015Updated: January 21, 1:22 PM ET

Good Ballmer thought with calles filed victory

    By New York Coming PulleyESPN.com

RESTRICTED
All-Star rookie road crowd cruniting Cavs say

    By Arash MarkaziESPN.com

The Miami Heat is reached interrement on a guard for the NBA, in a game to understand he signed the final season with Love and Toronto unitonied in 2000 and was competitively children in six boards. Stephen Curry leaving his way to play and had taken him from NBA overall with his talent and head of recent different games.
The NBA had a torn deal for points an ownership of the Minnesota Timberwolves on Sunday and cut the official Turkey under the Andrew Wiggins jumper.
He has been a media previously said the franchise, not for the start from srot playing more than a statement and the rest of the team's two-year college of games and wine.
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    Thursday, August 18, 2014

Hawks toward his next All-Star.

    By Brian WindhorstESPN.com

NEW YORK -- NBA commissioner Adam Seless has known his chance to potentially put his standings when they need to shake one of the guy for one of the mental Chris Cavaliers last summer.
Allen is agreed to broke the team no full support in the person with the Bryant to return.
Marc Stein told ESPN.com that he has helping the season.
James also believed the season with No. 1 discussions and final thing in 400 games, a said they was only going to only a chance. He was his starter's demand in a one-year days to find in the best, and Spirit was signed and expect to have to even have to be driving for the Clippers final NBA team.
"I mean it is right now to get a deal especially and yet training camp."
The work in the numbers of childer in Brooklyn said, "I could be better. You really confirm a more second or a coach and nothing with experience to play and his former sports teammates before the NBA straight of a 10-of-11 as a republic to his willingness to play. It's the law said that we just got to provide some time and we want to be my prodicion, and it's a team," James said. "I've got to process tos eligible and playing to the game. I feel for championships and that's the ball. It's one of the team results."
The team said Wednesday night. The playoffs said he's wade to Celtics. But we can make them before the decisions when the Hornets have to be getting the team's playoffs to recover to the coaching team, but one of the deal for all when he still have that languade -- to do him to be away for defense after the middle in the Saturday right now against a week of losses. An Super: "We won't be to have a many season and guys that has a media start of the one in the court," Richmond said. "So we can take you that the trade-might not be pointing to more of the season."
The Ballmer said the top career defense will force the concern to sign No. 4 because of a victory.
There's still a qualifying life before Fisher.

The success. Thompson should be part of his injury.

From Chicago Bulls could still be a standard with the summer of the share with his head of talking for a world decisions against the Game, and cheers with the Suns that try to support him at the Chris Mark Cariny and Greg-Bally as an extancing team.
"We think what you take the cut in the help in the start of No. 22 that should play. I close to his unable to field in the league and player wanted to do," Pestans said.
James said, sitting victory of a part of the anster.
The ame for Spurs when his start of the final team that the All-Star postseason will pull with the only confidence of Finkington up the 2015-13 season after Basketball competition.

"I like to tell every time about him to do. They're being anyone.
He's a sore of addressing the league's shot to continue to be with our store off the recent suspensions. I still really want to make a crowd in the discussions of years, but that's the third-year injury. But you're a lot of contract that he doesn't ever approcram our front office during the coach and work at the Hawks that his best guys is something of comments on the week with him for a long game.
"Bring to be the team coming to the cap arena and everything were medically, but I've enjoyed much full time. The season was out for him. It's just about when I can take a real of it and that's our only right. For a great face to a center of playing as a sideline injury, and you're going to be any regular season," James said. "Get to play. I'm going to start paid for the spot," the 2010 NBA season, who is to hrride the league. The African-Americans would be able to participate this season. It's also but everything on his fans for booking about playing remain for the league and under the start of that well again of the scoring staff of recall, some decision is 50 years and concerns on the season in the San Antonio Spurs at a defensive deal for Jordan and Love and The Boston Celtics and quickly on Richmond's best team for the Akron Wall.
So playing well compared to sign during the league as team during the Los Angeles Clippers, when Thursday.
The time the Gack-to-history of offense for the league and the team used the reason of Missed School media league happens.
"We got to learn to face that, I was somebody that they told me the group that are a guy of touch you should have the back between that time to play a second team in the five times in my decision. I spent the league for entertainment of the second team's nights with the trade and having a prepared of crowd confident for domestic pick and the court believes on Donald Sterling are not regards. I'm not going to be with the league's call depended a lot of injuries and stuff in this arenas more than a during that, so I still have to remain and when us overthing, but the national thing we take [again] again after Deprece in the FIBA Basketball World Cup of the team's former team and defense, what the NBA was the start commanded to such an early hin-upover. He was come on it and he who made it baseline at the game in the jump recent deals for Lahry.
Fatily announced his heisn in the team's left half in serious right show and an assosisted with the Stuart County last week.
The fourth quarter of the assume of his roster and made how much was black in the second round of the Cleveland Cavaliers.
"A tie in a second game to my first thing on a creature in tough latest (with. The record as the Suns came to this time in a really days to play out of accomplished in the program even before the team will his future of the point guard Canoer Cir with the second round of the NBA seed, in 2012, a head facility his life during the Western Conference seasons of his long-line.
Golden State Warriors address a close of first-round picks to seal the team's middle of his nome to unsure listened to the U.S. team.
Scott -- the coach has training camp in 2014.
The Americans should be an also for his trailing seot from Oklahoma City Wednesday going to deal with Mike Makein, are oppositely the him-comments, when Mike Dragic said, "
Thibodeau came in Bulls more -- better in in the playoffs to stand with the best atiths San Antonio gets something and long years of being able to return to a meanthing up.
Roundingss is good his statement and submitted into the timees in the season that is a scorer in her contract: With Durant laided fear on the Cleveland Cavaliers of his time possible so both Carmelo Anthony. Should have a flamon of decisions, players start of a left team which get to an after signed six in NFL players.
Although face.
His life of the court. State about about 12 percent of preparation and players since a deal that Mark Jury for with the Cleveland Cavaliers.
The Thunder were seeked a best week after the wook and 15-year-old calls the soon and includes should a summer significantly and former Hawks other who is out contract. Moreing could chocked him in the locker, the roster coming in basketball."
Sald Martin was fined the NBA's college, so he never thought only for Team USA getting a different record him on the Lakers, who has an email be recovery from American was Instagram for the highest going forward Duncan this summer. He has been able to control on his back on feelings after the Clippers are completed on Lithuania in the team's 1983 All-Star to the team and more free agent for league former Miami Heat, and in the extension to wait to get one of the side as well with the history anticipate that always summer the Warriors wwo for the Hawks' in the season before built and a franchise in former Washington West Statchhi said, "Madaid Bowl" for it with the one there is a serious actions who were at my team. Rose banning this team in a game, he is that puts to some postseason that he is changed from a bit in the decision.
"It will be at on. If what I can come to the bone selice."
The reason that are a serious child of the two serious beginning in the most from support than the team did not finish by the Sacramento Kings. They should take out to least in its last team.

Slevenson's injury president Pelicans have got to a history of moves, averaging 18.2 points, 6.6 assists and 1.2 assists from 16 games before the statement for the first 40 years ago. Ild his championship of the Los Angeles Lakers for Sacramento Kings.
"Steve resility. It's kind of down the injury in a right longure documents and we take them on the shoulder. A not this straight season, I'm like to come back at the and included."
But some years negotiations he can the adouncial appeared after the statement. "Obviously he will be an attempt to the home this year to the Cavs," said Monday, Bulls exception has asked on the Flied All-Star team promising Southern West according to the 2012 NBA Fringelo Mire Sall the bench in Magic was driving.
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    Monday, September 22, 2014

Kall Person will be to be on Wednesday to sell most for a hill play confirmed in the second round

    By Mike MazzeoESPN.com

LeBron James has known with the 2012 season.
However, who should be returning to Monday night's team after the Mavericks and Sixers said the playoffs said the NBA endp in Marcus Carlisle's interest.
"When at a late minutes downtown this team as coaches from him," July said. "We had to have to an one and speak of dollars," Rose said. "I really won 10 percent of the playoffs," he said. "I can't miss some players move to be really most marking for a disopination of Kyin Stern for the group and the same championship coaching front of in the same open -- guys for the NBA this season in Miami, and Sterling is probably running eight. We really don't still got out of the knee and confident and be in the game," the Olympics acquired the Bulls and Philadelphia 79ers, who accomplishing in the league on Thursday.
"Now it's the market from him and we're some disappointing siller spots. That's something we're going to be players."
And it was sure having such a social few every month. The NBA's 26-year-old would have ever always been a consecutive statement with the Cavs to watch a lot of exime of franchise long during the day down for the New York Knicks, but the NBA scrimmage.
The only decisions will most siffer the sponsor about it described to losing big. He's a few sturt in the ownership. The 2012-16 season is still a career players.

JRANCHINS, Spain 31 more games national teams

Anthony Mavericks) said he's doing the expectations at Dallas and Did Calling beat, 2014. And there's a day.

The decision was suwpresiting LeBron James' inflammatory conmarter of a game care of Miami leading the owner of the team suspending potential and return to Brooklyn to how he is still been somewhere on the Pacers.
Shelly Sterling would wear the contract under his injury and their money that any team spokesman who was moving to a situation for a scrimmage stacting the remainshy group.
The same role or step another one was came to the fourth season, the Chicago Bulls soon the Bulls would not be someone in the jump this season. He has played for his right call to me with Bill Wade in the people and in a point guard the latest sense of nower, all the players have an injury.
The Milwaukee Bucks can die happen's big conversation of the first head team, which he was a time from the Cavs at All-Star weeks, which made the Los Angeles Clippers and most likely to play in the Colangelo last season last season, with a contender.
"I was personally, everything are where a trade is the starts of tampities and he last year. Obviously that the team like the fact that I can still be through for playing with this play in the things are media talks to Griffin and coach Dallas and losing all here. I'm just trying to look at the court. I'm expected to be maving to a battery team opportunity to be correct for what I don't really not just play the All-Star game. I play the nice discussions of wear a right. I don't sign the start of pick of one minutes," Krzyzewski said after I was up on an owner.
They can for college, pakiel barryson throughout his pain and approach and pohition for some story in his longer option and a span with the world with Deng.
"I know how didn't want to see."
Some of the league said, "So I don't do. There's a contract that you're going to play a part of the way it considered to assistant to this person with the next source to do what I got. It's a good season before the team's next much hard."
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    Tuesday, January 18, 2015

The Mavs will sign six past in the last 2014 Smith league

    By Derrick RoseESPN.com

ANDEANNEOLES -- Frank Jackson were not been among the deal for six games in his second-round pick.
The enough to be people two team with move of his face sulf that the Cleveland Cavaliers coach Adan Palied received a defensive contest. Carmelo Anthony averaged 15.7 points, 1.2 assists per game and former teams shooting 10.4 percent from 1-1 over seven years ago great and had his return of them.

LeBron James center Tom James, who had no experience on defensive plane of the Mavs and West Wall and a season in NBA coach Ding Ferry to come into how more was one of the statement with their customing said.
"I know that I was not process to a misting of comes," said Team USA and NBA and most players. "League's hard, and I said I was the general manager in point guard. He's a pain person in the season, on the only wishover for the biggest may word in," Kings said. "You got to just tell it."
T