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Liguang's Projects

aws-sdk-pandas icon aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

directml icon directml

DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

essential-math-for-ai icon essential-math-for-ai

This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

human-eval icon human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

imagebind icon imagebind

ImageBind One Embedding Space to Bind Them All

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

llama icon llama

Inference code for LLaMA models

llava icon llava

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

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