Pinned Repositories
100-nlp-papers
100 Must-Read NLP Papers
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.
ChebyKAN
Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
Dot
Text-To-Speech, RAG, and LLMs. All local!
Highliting-PDF-on-UI-using-Streamlit-for-RAG
mishra-tapas.github.io
webpage
natural_voice_assistant
asr
phidata
Build AI Assistants with memory, knowledge and tools.
Rag-llm
Mastering Applied AI
mishra-tapas's Repositories
mishra-tapas/DL-Papers-Explained
Explanation to key concepts in ML
mishra-tapas/llm-twin-course-2024
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
mishra-tapas/project-based-learning
Curated list of project-based tutorials
mishra-tapas/Dot
Text-To-Speech, RAG, and LLMs. All local!
mishra-tapas/copilot-api
GitHub Copilot API
mishra-tapas/transformers-huggingface-2024
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
mishra-tapas/Perplexica-2024
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
mishra-tapas/vistaar
Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR
mishra-tapas/financial-machine-learning
A curated list of practical financial machine learning tools and applications.
mishra-tapas/newstest1.github.io
mishra-tapas/natural_voice_assistant
asr
mishra-tapas/TeachingDataScience
Course notes for Data Science related topics, prepared in LaTeX
mishra-tapas/ml_without_tears
Code repository of ml-without-tears blog: https://mlwithouttears.com/
mishra-tapas/imodelsX
Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.
mishra-tapas/fast-kan
FastKAN: Very Fast Calculation of Kolmogorov-Arnold Networks (KAN)
mishra-tapas/ChebyKAN
Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
mishra-tapas/LLM-RAG-june2024
This repo demonstrates the development of Retrieval Augmented Generation (RAG).
mishra-tapas/LLM-Finetuning
LLM Finetuning with peft
mishra-tapas/OpenNMT-Tutorial-2024
Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.
mishra-tapas/pdf-chat-ai2024
Chat with your PDF using AI
mishra-tapas/pdfchat2024
Local PDF Chat Application with Mistral 7B LLM, Langchain, Ollama, and Streamlit
mishra-tapas/llm-pdf-chat
Chat with LLMs using PDFs as context! Experimental exploration: FastAPI + Streamlit + Langchain
mishra-tapas/From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
mishra-tapas/DSA-IITD-NaveenGarg
DSA notes of Dr Naveen Garg, IIT Delhi, NPTEL
mishra-tapas/python-engineer-notebooks-2024
mishra-tapas/local-LLM-with-RAG
Running local Language Learning Models to perform Retrieval-Augmented Generation
mishra-tapas/nlp-tex-slides-2024
Natural Language Processing
mishra-tapas/ollama-pdf-bot-docker
A bot that accepts PDF docs and lets you ask questions on it.
mishra-tapas/nlp-tutorial-graykode
Natural Language Processing Tutorial for Deep Learning Researchers
mishra-tapas/c-algorithms
A library of common data structures and algorithms written in C.