Peyton DeNiro

pi. AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

hermes-agent. The agent that grows with you

machine-learning-demo-data.

DataDreamer. DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

GenAI_Agents. 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

OllamaTalk. 🤖 A fully local, cross-platform AI chat application powered by Ollama. Chat securely across macOS, Windows, Linux, Android, and iOS - no cloud required.

CopilotKit. The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

pantheon_tools. A set of tools available for the game Pantheon: Rise of the Fallen

distilabel. Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

DeepSeek-R1.

chat-langchain. TypeScript

unsloth. Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

Bjornulf_custom_nodes. ComfyUI : 163 nodes : Display, manipulate, and edit text, images, videos, loras and more. Manage looping operations, generate randomized content, use logical conditions and work with external AI tools, like Ollama or Text To Speech.

ComfyUI-Manager. ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.

ComfyUI-SaveAsScript. A powerful tool that translates ComfyUI workflows into executable Python code - now as a UI button.

Jobs_Applier_AI_Agent_AIHawk. AIHawk aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in a tailored way.

Awesome-LLMOps. An awesome & curated list of best LLMOps tools for developers

grok-1. Grok open release

Sunshine. Self-hosted game stream host for Moonlight.

st-chat. Streamlit Component, for a Chatbot UI

llama_cloud_services. Knowledge Agents and Management in the Cloud

generative-ai. Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

motif. Intrinsic Motivation from Artificial Intelligence Feedback

haystack. Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

playbooks. Shell

The-Elements-of-Statistical-Learning-Python-Notebooks. A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

CAPSTONE-PROJECT. Covid's Impact on Trade Volumes in Canada: A Regression Discontinuity Approach with Time Series Predictions

OMLT. Represent trained machine learning models as Pyomo optimization formulations

stylegen. A python library for generating cohesive Stable Diffusion Prompts

pandas. Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

public-apis. A collective list of free APIs

Stable-Diffusion. FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, SwarmUI, DeepFake, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, Kaggle, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya, Midjourney, RunPod

ComfyUI. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

diablo4-build-calc. A build calculator for Diablo 4.

open-llms. 📋 A list of open LLMs available for commercial use.

StableStudio. Community interface for generative AI

MiniGPT-4. Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

FastChat. An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

stable-diffusion-webui. Stable Diffusion web UI

lazypredict. Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

mle-ds-swe-cheat-sheets. Jupyter Notebook

tfcausalimpact. Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

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

approachingalmost. Approaching (Almost) Any Machine Learning Problem

transformers-interpret. Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

newspaper. newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

NewsMTSC. Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

WordStream. Interactive visual tool for the demonstration of topic evolution

pytorch-forecasting. Time series forecasting with PyTorch

ABSA-BERT-pair. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

EasyOCR. Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

fake-news. Building a fake news detector from initial ideation to model deployment

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers. aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

nlpaug. Data augmentation for NLP

prophet. Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

End-to-End-Time-Series. This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

lm_multipredictors. Linear regression additive with multipe Xis

annotated_research_papers. This repo contains annotated research papers that I found really good and useful

shap. A game theoretic approach to explain the output of any machine learning model.

samples. Sample code for the X API v2 endpoints

atap. Code for Applied Text Analysis with Python

hummingbird. Hummingbird compiles trained ML models into tensor computation for faster inference.

pegasus. Python

realtime-embeddings-matching. Python

pytextrank. Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

simpletransformers. Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

annoy. Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

graph-LSTM. Python

awesome-text-summarization. A curated list of resources dedicated to text summarization

API. Documentation and Samples for the Official HN API

course-nlp. A Code-First Introduction to NLP course

easy-deep-learning-with-AllenNLP. 🔮Deep Learning for text made easy with AllenNLP

book. Python

cloudml-samples. Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

sequential_sentence_classification. https://arxiv.org/pdf/1909.04054

sentence-transformers. State-of-the-Art Embeddings, Retrieval, and Reranking

nlp-recipes. Natural Language Processing Best Practices & Examples

Bella. Target Dependent Sentiment Analysis (TDSA) framework.

fastai. The fastai deep learning library

pytorch-transformers-classification. Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

fast-bert. Super easy library for BERT based NLP models

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.