Yogesh Joshi's Projects
llamaindex with Pinecone
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Magicoder: Source Code Is All You Need
MetisFL is a federated learning framework that allows developers to easily federate their machine learning workflows and train their models across distributed data silos without ever collecting the data in a centralized location. The core of the framework is written in C++ and focuses on scalability, speed and resiliency.
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning
Engage in a comprehensive project, spanning from data ingestion to deployment, utilizing state-of-the-art tools like MLflow, ZenML, and Streamlit.
Train your own custom object detector for detecting the given two objects using python, 1.Laptop 2.Street light. (Expected output will be like, if we pass video/frames as a input it will detect the given trained objects from the video/frames and display the bounding box for that detected object)
People Attributes Recognition, deep learning
A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.
Desktop AI Assistant powered by GPT-4, GPT-4 Vision, GPT-3.5, Langchain LLMs and DALL-E 3 with chat, vision, image generation and analysis, autonomous, code and command execution, file upload and download, speech synthesis and recognition, web access, memory, context storage, prompt presets, plugins, assistants and more. Windows and Linux versions.
Python script for downloading wetransfer files (https://www.wetransfer.com/) in command line mode
Build AI WhatsApp Bots with Pure Python
Object detection in images, and tracking across video frames
Chat with documents using Open source embedding and llm with streamlit
🎈 Automated README file generator, powered by GPT language model APIs
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
The Udacity open source self-driving car project
A framework to enable multimodal models to operate a computer.
Sentence Similarity is the task of determining how similar two texts are. This task is particularly useful for information retrieval and clustering/grouping.
A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps
Video Search and Streaming Agent 🕵️♂️
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Deep Learning, Computer Vision and Machine Learning techniques to Build an Autonomous Car with Python. A course from Udemy
Tutorial: Tools for Robotic Reinforcement Learning, Hands-on RL for Robotics with EAGER and Stable-Baselines3
This repository contains demos I made with the Transformers library by HuggingFace.
Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud