cutter's repositories
alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
click-through-rate-prediction
📈 Click-Through Rate Prediction using Logistic Regression and Tree Algorithms
deeplearning-1
深度学习相关的模型训练、评估和预测相关代码
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
DeepQA
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
DeepToxic
top 1% solution to toxic comment classification challenge on Kaggle.
HierarchicalAttentionNetworks
Hierarchical Attention Networks for Document Classification in Keras
HyperDL-Tutorial
深度学习教程整理 | 干货
mercari-solution
Mercari 1st place solution (kaggle)
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
NRE
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
OpenLearning4DeepRecsys
Some deep learning based recsys for open learning.
owl2neo4j
Convert OWL to labeled property graph and import into Neo4J
poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
QANet
A Tensorflow implementation of QANet for machine reading comprehension
RecSys2019_DeepLearning_Evaluation
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
StackNet
StackNet is a computational, scalable and analytical Meta modelling framework
TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
text_classification
all kinds of text classification models and more with deep learning
Wordbatch
Parallel text feature extraction for machine learning