Pinned Repositories
.tmux
🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration made with ❤️ (imho the best tmux configuration that just works)
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集(来源:知乎、Datafuntalk、技术公众号)
ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-mlops
A curated list of references for MLOps
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
batch-learn-wrapper
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
prediction-flow
Deep-Learning based CTR models implemented by PyTorch
GitHub-HongweiZhang's Repositories
GitHub-HongweiZhang/prediction-flow
Deep-Learning based CTR models implemented by PyTorch
GitHub-HongweiZhang/Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
GitHub-HongweiZhang/Awesome-Incremental-Learning
Awesome Incremental Learning
GitHub-HongweiZhang/awesome-mlops
A curated list of references for MLOps
GitHub-HongweiZhang/catalyst
Accelerated DL & RL
GitHub-HongweiZhang/d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.
GitHub-HongweiZhang/d2l-zh
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。
GitHub-HongweiZhang/dask-tutorial
Dask tutorial
GitHub-HongweiZhang/Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
GitHub-HongweiZhang/distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
GitHub-HongweiZhang/DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
GitHub-HongweiZhang/fastai
The fastai deep learning library, plus lessons and tutorials
GitHub-HongweiZhang/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
GitHub-HongweiZhang/Google-Landmark-Recognition-2020-3rd-Place-Solution
GitHub-HongweiZhang/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
GitHub-HongweiZhang/Kaggle-MoA-2nd-Place-Solution
GitHub-HongweiZhang/Learn-Vim
A book for learning the Vim editor the smart way.
GitHub-HongweiZhang/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
GitHub-HongweiZhang/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
GitHub-HongweiZhang/NeuRec
Next RecSys Library
GitHub-HongweiZhang/petastorm
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
GitHub-HongweiZhang/practice-python
Part of my daily plan for studying Python.
GitHub-HongweiZhang/ProNE
Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"
GitHub-HongweiZhang/pumpkin-book
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
GitHub-HongweiZhang/pytorch-fm
Factorization Machine models in PyTorch
GitHub-HongweiZhang/pytorch-lightning
Rapid research framework for PyTorch. The researcher's version of Keras
GitHub-HongweiZhang/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
GitHub-HongweiZhang/reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
GitHub-HongweiZhang/Reinforcement-learning
Modular implementations of reinforcement learning algorithms with PyTorch
GitHub-HongweiZhang/rlkit
Collection of reinforcement learning algorithms