Projects in Awesome Lists by ES7
A curated list of projects in awesome lists by ES7 .
https://github.com/es7/transformer-from-scratch
In this repository, I have explained the working of the Transformer architecture, provided the code for building it from scratch, and demonstrated how to train it.
attention-is-all-you-need hugging-face pytorch transformer transformer-architecture
Last synced: 18 Sep 2025
https://github.com/es7/introduction-to-llms
In this repository I have explained the application of Large Language Models (LLMs). Starting from how to use LLMs in our own application till how to build a LLM.
computer-vision deep-learning huggingface llm llm-framework llm-inference llm-training machine-learning natural-language-processing prompt-engineering prompt-learning
Last synced: 12 Oct 2025
https://github.com/es7/ml-algorithms
In this repository I have explained different ML Algorithms with their code.
Last synced: 01 May 2025
https://github.com/es7/stable-diffusion-from-scratch
In this repo I have implemented Stable Diffusion from Scratch using PyTorch.
artificial-intelligence computer-vision data-science llms machine-learning stable-diffusion
Last synced: 18 May 2026
https://github.com/es7/diffusion-models-unet
Complete guide on Diffusion Model from definition to training and inference
artificial-intelligence computer-vision diffusion-models generative-ai image-processing unet
Last synced: 28 Feb 2025
https://github.com/es7/btc-predictor
In this repository, I have developed a BTC price prediction model using LSTM. The repository includes detailed explanations of how LSTM works, the code for building the model from scratch, and a demonstration of how to use it for BTC price prediction
btc cryptocurrency deep-learning gru lstm machine-learning rnn time-series-analysis
Last synced: 28 Feb 2025
https://github.com/es7/machine-learning
Real world machine learning projects
Last synced: 28 Feb 2025
https://github.com/es7/data-analysis
Data Analysis on different real world datasets
Last synced: 11 Aug 2025
https://github.com/es7/gpt-from-scratch
In this repository, I have created the GPT architecture, provided the code for building it from scratch, and demonstrated how to train it.
deep-learning gpt2 large-language-models llm machine-learning natural-language-processing
Last synced: 28 Feb 2025
https://github.com/es7/the-ai-orchestra
In this repository I have explained about how we can generate music via LSTMs.
deep-neural-networks gru lstm music-generation-deep-learning rnn
Last synced: 28 Feb 2025
https://github.com/es7/rnn-lstm-gru-from-scratch
In this repository, I have created the RNN, LSTM and GRU architectures, provided the code for building it from scratch, and demonstrated how to train it.
deep-learning gru lstm machine-learning natural-language-processing neural-networks rnn
Last synced: 08 Aug 2025
https://github.com/es7/quantization-in-ml
Quantizing LLMs for utlizing its power in efficient way
artificial-intelligence generative llms quantization
Last synced: 06 Jul 2025
https://github.com/es7/ai-agent-007-tooling-up-for-success
High Prep Problem Statement by DevRev at InterIIT TechMeet 12.0
artificial-intelligence devrev interiit-techmeet machine-learning
Last synced: 02 Mar 2026
https://github.com/es7/pluto-drone-swarm-challenge
High Prep Problem Statement by Drona Aviation at InterIIT TechMeet 11.0
drona-aviation drones interiit-techmeet robotics
Last synced: 14 May 2026
https://github.com/es7/priority-pro
In this repository, you'll find a Streamlit application that analyzes the data and generates a priority table based on the sentiment, impact, and effort estimation provided in the input file.
deep-learning gemini gemini-pro machine-learning natural-language-processing streamlit
Last synced: 15 May 2026
https://github.com/es7/ddpm-from-scratch
In this repository, I have created the Diffusion Model using UNet Architecture, provided the code for building it from scratch, and demonstrated how to train it.
computer-vision ddpm deep-learning diffusion-models llm machine-learning
Last synced: 03 Apr 2025
https://github.com/es7/intelligent-whatsapp-bots
Implementation of WhatsApp Bot for YouTube Video Summarization
Last synced: 28 Oct 2025
https://github.com/es7/llama-from-scratch
In this repository, I have explained the working of the LLaMA Model, provided the code for building it from scratch, and demonstrated how to train it.
deep-learning llama llama2 llms machine-learning metaai natural-language-processing
Last synced: 08 Apr 2025
https://github.com/es7/adobe-behaviour-simulation-challenge
Problem Statements of InterIIT TechMeet 13.0 by Adobe
adobe artificial-intelligence interiit-techmeet machine-learning
Last synced: 30 Aug 2025