XC's repositories

DeepGRN

Deep learning for modeling gene regulatory network

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plotMI

Visualize intearactions learned by a machine learning model by plotting mutual information between pairwise k-mer distributions

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automl

Google Brain AutoML

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CLIP

Contrastive Language-Image Pretraining

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

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tsfresh

Automatic extraction of relevant features from time series:

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Auto-GPT-Plugins

Plugins for Auto-GPT

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ColossalAI

Making large AI models cheaper, faster and more accessible

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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GraphGPT

Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️

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Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

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LiveWhisper

A nearly-live implementation of OpenAI's Whisper, using sounddevice. Requires existing Whisper install.

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openai-cookbook

Examples and guides for using the OpenAI API

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plugins-quickstart

Get a ChatGPT plugin up and running in under 5 minutes!

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python-mip

Collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

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ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

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sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

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shap

A unified approach to explain the output of any machine learning model.

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sonnet

TensorFlow-based neural network library

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stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

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transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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TSMOM

Replication of Time Series Momentum strategy by Moskowtiz, Ooi, Pedersen, 2011.

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vit-keras

Keras implementation of ViT (Vision Transformer)

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