ai-from-scratch

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pguso / agents-from-scratch

Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning.

python machine-learning artificial-intelligence llama no-framework ai-agents ai-education ai-from-scratch open-source-education llm prompt-engineering local-llm agent-architecture

Updated Jul 25, 2026
Python

ARUNAGIRINATHAN-K / NeuroMath

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Artificial Neural Networks (ANNs)

deep-learning time-series neural-network tensorflow artificial-intelligence mnist neural-networks mathematical-expressions digit-recognition backpropagation xor machine-learning-projects neural-networks-from-scratch ai-from-scratch ml-projects ai-projects ml-math ai-project-machine-learning-project neural-networks-projects

Updated Dec 16, 2025
Jupyter Notebook

TornadoInsight / Roadmap-AI-and-ML-from-scratch

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Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning, and more with this complete 0 to 100 roadmap repository. Designed for beginners and experts alike, this project offers a comprehensive learning path, curated resources, hands-on tutorials, and

nlp machine-learning reinforcement-learning deep-learning deep artificial-intelligence natural-language-generation data-scientist ai-from-scratch ai-roadmap generative-ai complete-ai-tools-list ai-eduation

Updated Sep 26, 2025

rohanmistry231 / AI-From-Scratch

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A unified hub for the Scratch Series — 200+ algorithms across ML, DL, NLP, LLM, GenAI, and TimeSeries, all implemented from scratch with NumPy.

python education machine-learning natural-language-processing deep-learning time-series numpy from-scratch interview-prep ai-from-scratch large-language-models generative-ai scratch-series

Updated Jun 16, 2026

omar-20067 / Roadmap-AI-and-ML-from-scratch

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🧠 Master AI and Machine Learning from scratch with this comprehensive roadmap featuring curated free resources for all skill levels.

nlp machine-learning reinforcement-learning deep-learning deep natural-language-generation data-scientist ai-from-scratch ai-roadmap generative-ai complete-ai-tools-list ai-eduation

Updated Sep 1, 2026

Shaahmir / ChatRNN

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Production-ready Seq2Seq conversational chatbot built from scratch in PyTorch. Features a Bidirectional LSTM Encoder, Bahdanau Attention, LSTM Decoder, and SentencePiece tokenization. Optimized via uv with Automatic Mixed Precision, PyTorch sharded dataset streaming, advanced beam search decoding, and comprehensive checkpoint resumption.

ai chatbot pytorch recurrent-neural-networks seq2seq encoder-decoder-model bilstm bahdanau-attention beamsearch checkpointing ai-from-scratch

Updated Aug 28, 2026
Python

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