MatteoPenta

MatteoPenta's Stars

• mlabonne/llm-course

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

  Language:Jupyter Notebook33.8k349623.5k

• microsoft/autogen

  A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

  Language:Jupyter Notebook28.1k3571.4k4.1k

• CamDavidsonPilon/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 ;)

  Language:Jupyter Notebook26.5k1.4k2447.8k

• eriklindernoren/ML-From-Scratch

  Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

  Language:Python23.5k938704.5k

• tayllan/awesome-algorithms

  A curated list of awesome places to learn and/or practice algorithms.

  18.6k606162.5k

• jordan-cutler/path-to-senior-engineer-handbook

  All the resources you need to get to Senior Engineer and beyond

  12.2k22471.1k

• ItzCrazyKns/Perplexica

  Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

  Language:TypeScript10.8k78161950

• qubvel/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.1k796191.6k

• facebookresearch/moco

  PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

  Language:Python4.6k52132768

• OpenGVLab/InternImage

  [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

  Language:Python2.4k35256231

• MrGiovanni/UNetPlusPlus

  [IEEE TMI] Official Implementation for UNet++

  Language:Python2.2k4781534

• context-labs/autodoc

  Experimental toolkit for auto-generating codebase documentation using LLMs

  Language:TypeScript1.9k1733107

• facebookresearch/habitat-lab

  A modular high-level library to train embodied AI agents across a variety of tasks and environments.

  Language:Python1.8k48656460

• Project-MONAI/tutorials

  MONAI Tutorials

  Language:Jupyter Notebook1.7k34607658

• rbgirshick/yacs

  YACS -- Yet Another Configuration System

  Language:Python1.3k163788

• maximevaillancourt/digital-garden-jekyll-template

  Start your own digital garden using this Jekyll template 🌱

  Language:HTML916875734

• rmunro/pytorch_active_learning

  PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

  Language:Python916234175

• ej0cl6/deep-active-learning

  Deep Active Learning

  Language:Python7811615181

• towhee-io/examples

  Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

  Language:Jupyter Notebook406873107

• yaringal/ConcreteDropout

  Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

  Language:Jupyter Notebook244111368

• davyneven/SpatialEmbeddings

  Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

  Language:Python213151935

• SoccerNet/sn-gamestate

  SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

  Language:Python193121026

• Lee-Gihun/MEDIAR

  (NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

  Language:Python12851827

• juglab/EmbedSeg

  Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images

  Language:Python110111924

• dvl-tum/GHOST

  Repository for GHOST: Simple Cues Lead to a Strong Multi-Object Tracker (CVPR 2023)

  Language:Python972205

• TrackingLaboratory/tracklab

  A modular end-to-end tracking framework for research and development

  Language:Python654411

• mayorx/hungarian-algorithm

  (Kuhn-Munkres) numpy implementation, rectangular matrix is supported (|X| <= |Y|). 100x100000 in 0.153 s.

  Language:Python46226

• ElementoLab/utag

  Language:Python327710

• volume-em/cem-dataset

  Utilities for building and using the CEM dataset for unsupervised pre-training and downstream tasks.

  Language:Jupyter Notebook26511

• 2Falx/MedicalActiveLearning

  Active Learning on Medical Image Segmentation

  Language:Python1000