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algorithm

automl

Google Brain AutoML

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_sentiment_dictionary

该仓库收集了常用的中文情感词典，仅供学习

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

cppjieba

"结巴"中文分词的C++版本

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dippro

image processing

gym

A toolkit for developing and comparing reinforcement learning algorithms.

kcws

Deep Learning Chinese Word Segment

learngit

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lstm-char-cnn

LSTM language model with CNN over characters

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

models

Models and examples built with TensorFlow

neuralnlp-neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlpir

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-nlp

Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

repository-datamining

data mining project repository

scikit-image

Image Processing SciKit (Toolbox for SciPy)

scikit-learn

scikit-learn: machine learning in Python

tcn

Sequence modeling benchmarks and temporal convolutional networks