ikki407

Ikki Tanaka's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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code-server

VS Code in the browser

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flask

The Python micro framework for building web applications.

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rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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gpt-2

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

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pytorch_geometric

Graph Neural Network Library for PyTorch

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ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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numpy-ml

Machine learning, in numpy

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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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py-spy

Sampling profiler for Python programs

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TabNine

AI Code Completions

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jupyter-themes

Custom Jupyter Notebook Themes

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

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deap

Distributed Evolutionary Algorithms in Python

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PyBoy

Game Boy emulator written in Python

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s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

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awesome-streamlit

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

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cugraph

cuGraph - RAPIDS Graph Analytics Library

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softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

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jupyter-dash

OBSOLETE - Dash v2.11+ has Jupyter support built in!

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rising

Provides everything needed for high performance data loading and augmentation in pytorch.

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HandyRL

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

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