Tianzhang Cai's repositories

BS-Sleeping-RL

This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G massive MIMO cellular networks.

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Atari-DRL

Deep RL agents playing Atari games

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toygrad

An autograd framework built from scratch.

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18S191

Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:

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autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

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synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

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tztsai.github.io

My Personal Blog | 我的个人博客

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Calang

My calculator

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ClimaAtmos.jl

ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!

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configuration

Config of various stuff

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Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

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google-research

Google Research

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gpt-telegram-bot

🤖 A Telegram bot that integrates with OpenAI APIs to provide answers, written in Python

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gz21_ocean_momentum

Stochastic-Deep Learning Parameterization of Ocean Momentum Forcing

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introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

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kedro

A Python framework for creating reproducible, maintainable and modular data science code.

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Oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

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openai-telegram

Run your own GPT4 Telegram bot, with a single command!

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polars

Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js

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SecLists

SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more.

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temporai

TemporAI: ML-centric Toolkit for Medical Time Series

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Thrive

The main repository for the development of the evolution game Thrive.

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transformers

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

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wireless-network-simulator

4G/5G network simulation with UE handovers

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