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View 机器学习项目检查清单.txt
机器学习项目检查清单
描述问题并观察大局(the big picture)
1. 用商业术语描述目标。
2. 你的解决方案要如何运用?
3. 目前的解决方案或变通方法是什么?
4. 你要如何表述这个问题(监督/非监督学习,在线/离线学习等)?
5. 怎样衡量性能?
6. 性能指标与商业目标一致吗?
7. 达到商业目标的最低性能是什么?
8. 有没有类似的问题?你有可重复使用的经验或工具吗?
@fqx
fqx / spx_holdings_and_spx_closeprice.csv
Created May 17, 2019
spx_holdings_and_spx_closeprice
View spx_holdings_and_spx_closeprice.csv
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fqx / v2ray
Created Sep 18, 2018
v2ray initial script for centos 6
View v2ray
#!/bin/sh
#
# v2ray Startup script for v2ray
#
# chkconfig: - 24 76
# processname: v2ray
# pidfile: /var/run/v2ray.pid
# description: V2Ray proxy services
#
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fqx / download_utils.py
Created Jul 10, 2018
modified download_utils.py for Google Colab
View download_utils.py
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import os
import shutil
import tqdm
import requests
import time
from functools import wraps
import traceback
tqdm.monitor_interval = 0 # workaround for https://github.com/tqdm/tqdm/issues/481
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fqx / requirements.txt
Last active Jul 10, 2018
requirements for intro to ml course, on the Google Colab
View requirements.txt
h5py==2.7.0
joblib
jupyter
ipywidgets
jupyter_contrib_nbextensions
Keras==2.0.6
matplotlib==2.0.0
nltk==3.2.4
numpy>=1.11.2
opencv-python
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fqx / intro_to_dl_init.ipynb
Created Jul 10, 2018
intro_to_dl_init.ipynb
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fqx / names.svg
Last active Jul 10, 2018
中共中央委员聚类分析
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