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attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

c-sparql-engine

challenge-tennis

coding-interview-university

A complete computer science study plan to become a software engineer.

coolplayspark

酷玩 Spark: Spark 源代码解析、Spark 类库等

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

darts

A python library for easy manipulation and forecasting of time series.

deep-learning-handbook-pytorch

This is a handbook of Deep Learning by PyTorch. Most of the algorithms are realized from scratch.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

fastspeech2

An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

hierarchical-multiscale-recurrent-neural-networks

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

jena

Some basic operations of RDF

jina

☁️ Build multimodal AI applications with cloud-native stack

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

multi-objective-recommender-system

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

one-shot_free-view_neural_talking_head_synthesis

Pytorch implementation of paper "One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing"

pldac2020_pivot_graph_exploration

An interactive exploration platform for topic evolution graphs

probabilistic-and-statistic-algorithms

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

recommender-system-pytorch

基于 Pytorch 实现推荐系统相关的算法

recommender-systems