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alpha_vantage

A python wrapper for Alpha Vantage API for financial data.

cnkicrawler

A crawler of CNKI. It collects data for NLP and other ML/DL experiment.

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

drl-portfolio-management

CSCI 599 deep learning and its applications final project

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

The fastai deep learning library, plus lessons and and tutorials

flask_fastai_cnn

Flask app wrapper for convolutional neural network (CNN) model covered in lesson 2 of the fast.ai deep learning MOOC

interactivefixedeffectmodels.jl

Interactive Fixed Effect Models — Bai (2009)

ipedsdownloader

These scripts operated Selenium to batch download IPEDS data.

ipproxypool

IPProxyPool代理池项目，提供代理ip

networkx

Official NetworkX source code repository.

paypal-donate-button

💵 Donate button with similar layout to Google Play and F-Droid

projectsearch

A Flask web application that allows users to search and retrieve the most relevant World Bank projects using keywords.

pta2

Jupyter notebook to map trade resctrictiveness scores from service trade scorecard to PTA data.

ptaclassification

Machine learning models to classify service trade agreements by policy restriction types.

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

pytorch-examples

Simple examples to introduce PyTorch

quant_portfolio_management

A deep reinforcement learning model for portfolio management. For more info, check

reinforcement-learning

Modular implementations of reinforcement learning algorithms with PyTorch

rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

rl-stocktrading

rlkit

Collection of reinforcement learning algorithms

scikit-survival

Survival analysis built on top of scikit-learn

sinaspider

新浪微博爬虫（Scrapy、Redis）

skillcontent

Pyspider scripts to scrape job vacancy data from various job boards.

skinapp

Skin Lesion Detection Flask App Demo

stri_aggregation

text-classification

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

wos

📚 Web of Science python client

yelp_comments_classification_nlp

Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.