JoshuaZe

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Alpaca-CoT

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

langchain

🦜🔗 Build context-aware reasoning applications

awesome-pyproject

An Awesome List of projects using the pyproject.toml Python configuration file.

poetry2conda

Convert pyproject.toml to environment.yaml

python-dotenv

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Causal-Inference-1

Causal Inference 1 Mixtape Session taught by Scott Cunningham

Causal-Inference-2

Causal Inference II Mixtape Session taught by Scott Cunningham

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

CLIP

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

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

stable-diffusion

A latent text-to-image diffusion model

cdsdashboards

JupyterHub extension for ContainDS Dashboards

CausalTransformer

Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"

feast

The Open Source Feature Store for Machine Learning

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

AIDB

ai4db and db4ai work

handle

A Chinese Hanzi variation of Wordle - 汉字 Wordle

debiased-balanced-interleaving

KuaiRec

KwaiRec: A Fully-observed Dataset for Recommender Systems.

causality

Tools for causal analysis

awesome-causality-algorithms

An index of algorithms for learning causality with data

causalML

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

causalml

Uplift modeling and causal inference with machine learning algorithms

doubleml-for-py

DoubleML - Double Machine Learning in Python