Jiaxi Tang's starred repositories

deepray

Deep Pray(深度祈祷): LEGO for deep learning, Making AI easier, faster and cheaper👻

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stattests

Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests

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eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

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submitit

Python 3.8+ toolbox for submitting jobs to Slurm

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rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

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ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

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G-Desktop-Suite

Google Suite as a desktop app. Made possible with Electron.

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estimating-gradients-without-replacement

Estimating Gradients for Discrete Random Variables by Sampling without Replacement

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SciencePlots

Matplotlib styles for scientific plotting

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comparxiv

Compare two version of an arXiv preprint with a single command.

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higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

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coding-interview-university

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

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implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

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adatune

Gradient based Hyperparameter Tuning library in PyTorch

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FAR-HO

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

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ranking

Learning to Rank in TensorFlow

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runx

Deep Learning Experiment Management

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darling

Darwin/macOS emulation layer for Linux

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tianshou

An elegant PyTorch deep reinforcement learning library.

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lesspass

:key: stateless open source password manager

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SpicyPass

A light-weight password manager with a focus on simplicity and security

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releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

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fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

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introRL

Intro to Reinforcement Learning (强化学习纲要)

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pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

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kopia

Cross-platform backup tool for Windows, macOS & Linux with fast, incremental backups, client-side end-to-end encryption, compression and data deduplication. CLI and GUI included.

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Kronecker_Projection

Kronecker Production Matrix for Approximate Nearest Neighbour Search

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DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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docker-wechat

DoChat is a Dockerized WeChat (盒装微信) PC Windows Client for Linux

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awesome-golang-algorithm

:memo: LeetCode of algorithms with golang solution(updating).

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