konradpab

konradpab

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konradpab's starred repositories

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

keras

Deep Learning for humans

Language:PythonLicense:Apache-2.0Stargazers:61290Issues:1912Issues:11976

scikit-learn

scikit-learn: machine learning in Python

Language:PythonLicense:BSD-3-ClauseStargazers:58859Issues:2139Issues:10992

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:33997Issues:349Issues:62

gpt-pilot

The first real AI developer

Language:PythonLicense:NOASSERTIONStargazers:29101Issues:266Issues:496

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonLicense:Apache-2.0Stargazers:27483Issues:246Issues:6949

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Language:C++License:Apache-2.0Stargazers:20732Issues:1070Issues:9555

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Language:C++License:NOASSERTIONStargazers:17487Issues:1252Issues:3298

Startup-CTO-Handbook

The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams

mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:8772Issues:116Issues:115

Flux.jl

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

Language:JuliaLicense:NOASSERTIONStargazers:4425Issues:91Issues:1168

alignment-handbook

Robust recipes to align language models with human and AI preferences

Language:PythonLicense:Apache-2.0Stargazers:4194Issues:111Issues:124

openapi-devtools

Browser extension that generates API specs for any app or website

Language:TypeScriptLicense:MITStargazers:3849Issues:22Issues:13

OpenAgents

OpenAgents: An Open Platform for Language Agents in the Wild

Language:PythonLicense:Apache-2.0Stargazers:3744Issues:40Issues:98

vimGPT

Browse the web with GPT-4V and Vimium

Language:PythonLicense:MITStargazers:2551Issues:27Issues:22

SolidGPT

Developer AI Persona Search Agent

Language:PythonLicense:CC-BY-4.0Stargazers:1978Issues:44Issues:18

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

Language:PythonLicense:MITStargazers:1617Issues:16Issues:75

react-agent

The open-source React.js Autonomous LLM Agent

Language:TypeScriptLicense:MITStargazers:1368Issues:14Issues:9

local-ai-stack

A starter kit to build *local-only* AI apps that cost $0 to run -- starting with document Q&A. Written in Javascript

Language:TypeScriptLicense:MITStargazers:1292Issues:7Issues:5

gpt-newspaper

GPT based autonomous agent designed to create personalized newspapers tailored to user preferences.

Language:PythonLicense:MITStargazers:1101Issues:26Issues:12

HALOs

A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).

Language:PythonLicense:Apache-2.0Stargazers:625Issues:6Issues:20

AI-tamago

A local-ready LLM-generated and LLM-driven virtual pet with thoughts and feelings. 100% Javascript.

Language:TypeScriptLicense:MITStargazers:375Issues:10Issues:1

FuseLLM

FuseLLM & FuseChat Project

Language:PythonLicense:Apache-2.0Stargazers:314Issues:0Issues:0

caption-upsampling

This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.

Language:PythonLicense:Apache-2.0Stargazers:145Issues:2Issues:0

motif

Intrinsic Motivation from Artificial Intelligence Feedback

Language:PythonLicense:NOASSERTIONStargazers:114Issues:7Issues:3

Unlearn-Saliency

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

Language:PythonLicense:MITStargazers:78Issues:0Issues:14

SoM

Unofficial implementation and experiments related to Set-of-Mark (SoM) 👁️

Language:Jupyter NotebookStargazers:74Issues:3Issues:0

anukool

An AI powered project to help job seekers by crafting cover letters.

Language:PythonLicense:GPL-3.0Stargazers:39Issues:6Issues:5