sekhar101

deepeval

The LLM Evaluation Framework

awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

phoenix

AI Observability & Evaluation

awesome-transformers

A curated list of awesome transformer models.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

flowpilot

flow-pilot is an openpilot based driver assistance system that runs on linux, windows and android powered machines.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

aact

Improving Public Access to Aggregate Content of ClinicalTrials.gov

Data-Wrangling-with-Python

Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices

Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

llama

Inference code for Llama models

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

ChatGPTAPIFree

A simple and open-source proxy API that allows you to access OpenAI's ChatGPT API for free!

BetterChatGPT

An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)

Pegasus_with_Longformer_summarization

deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

low_code_machine_learning_pycaret_workshop_2022

This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hands-on notebooks leveraging PyCaret to compare, build, tune, evaluate and interpret machine learning models

graph-explorer

React-based web application that enables users to visualize both property graph and RDF data and explore connections between data without having to write graph queries.

datacompy

Pandas, Polars, and Spark DataFrame comparison for humans and more!

kindred

A Python biomedical relation extraction package that uses a supervised approach (i.e. needs training data).

KAZU

Fast, world class biomedical NER

GANerAid

synthea

Synthetic Patient Population Simulator

nbexamples

distribute notebooks for users to copy via a web interface

AR-Net

A simple Auto-Regressive Neural Network for time-series

neural_prophet

NeuralProphet: A simple forecasting package

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

awesome-public-datasets

A topic-centric list of HQ open datasets.

plateau

PLAtEAU Immunopeptidome Analysis