Kevin Feasel feaselkl
feaselkl
/ pg-pong.py
Created
July 19, 2021 20:34
Minor update to Andrej Karpathy's Deep Reinforcement Learning blog post (https://karpathy.github.io/2016/05/31/rl/) to support Python 3.
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| import numpy as np | |
| import pickle | |
| import gym | |
| # hyperparameters | |
| H = 200 # number of hidden layer neurons | |
| batch_size = 10 # after how many episodes do we do a parameter update? | |
| learning_rate = 3e-4 | |
| gamma = 0.99 # discount factor for reward | |
| decay_rate = 0.99 # decay factor for RMSProp leaky sum of grad^2 |
feaselkl
/ sqldb-demo.ipynb
Created
March 19, 2021 22:39
Read from Azure SQL Database in Azure Machine Learning and subsequently writing back to Azure SQL Database
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feaselkl
/ ColumnstoreReorg.sql
Created
March 21, 2016 23:55
Run this to get a list of columnstore index partitions to determine which should be reorganized. This script also generates index reorg statements which could be run.
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| ------------------------------------------------------------------- | |
| -- Script Name: ColumnstoreReorg.sql | |
| -- | |
| -- Desc: Run this to get a list of columnstore index partitions | |
| -- to determine which should be reorganized. The script also | |
| -- generates index reorg statements which could be run. | |
| -- | |
| -- Notes: SQL Server 2016 is REQUIRED. SQL Server 2016 changed | |
| -- what index reorganization does to columnstore indexes, | |
| -- and this script takes advantage of those changes. |