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NanoTorch-LM Public
A minimalist, educational Language Model built from scratch using PyTorch. Learn the core of LLMs, one module at a time.
Python MIT License UpdatedDec 7, 2025 -
GPT1-From-Scratch Public
This project implements GPT-1 using PyTorch, focusing on foundational transformer architectures for natural language processing tasks.
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Machine-Learning-Playground Public
Machine Learning Playground
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Reinforcement_learning Public
Exploring the fundamentals of reinforcement learning (RL) to build agents capable of navigating complex real-world environments and enhancing the training of large language models (LLMs)
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Agentic_AI_using_LangGraph Public
Agentic AI framework built using LangGraph and Multi-Agent Control Plane (MCP) for building structured, goal-driven multi-agent systems.
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This repo is the comprehensive guide, covering Langchain integration with Huggingface models. Learn to build, deploy, and optimize cutting-edge AI applications through hands-on projects and real-wo…
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ABigSurvey_NLP_ML Public
Forked from NiuTrans/ABigSurveyA collection of 300+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
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Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertain…
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all-rl-algorithms Public
Forked from FareedKhan-dev/all-rl-algorithmsImplementation of all RL algorithms in a simpler way
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PyTorch-Essentials Public
Welcome to the Pytorch Essentials repository! This Repo aims to cover fundamental to advanced topics related to PyTorch, providing comprehensive resources for learning and mastering this powerful d…
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Build impactful LLM applications, including RAG workflows and agentic systems, using the LangChain framework!
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RAG-DeepSeek Public
Efficiently search and retrieve information from PDF documents using a Retrieval-Augmented Generation (RAG) approach. This project leverages DeepSeek-R1 (1.5B) for advanced language understanding, …
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DeepChat Public
A Streamlit-powered Chat Assistant utilizing Ollama's DeepSeek-R1 (1.5B) model for intelligent, context-aware conversations. Designed with an interactive chat interface, adjustable model parameters…
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A Python-based simulation of the Prisoner's Dilemma to analyze strategies in Game Theory.
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learn_python Public
This is a public repository of Jupyter notebooks with introductory tutorials on different aspects of Python programming. Please star us if you think it is useful:
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This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to…
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Preprocess_ML Public
This repository hosts Python code that utilizes the Scikit-learn preprocessing API for data preprocessing. The code presents a comprehensive range of tools that handle missing data, scale data, en…
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feature-engineering-hacks Public
This repository contains a collection of hacks and tips for feature engineering. It is a great resource for anyone who wants to learn how to improve the performance of their machine learning models.
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This repository contains the code and resources for the "Natural Language Processing in Python". This repository contains the core skills you need to convert unstructured data into valuable insight…
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Learn_Matplotlib Public
Matplotlib is a powerful plotting library in Python that allows you to create static, animated, and interactive visualizations. It’s widely used for representing data graphically, making it easier …
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Learn_Seaborn Public
Seaborn is a visualization library for Python that builds on matplotlib and pandas. It provides beautiful default styles and color palettes for different types of plots, such as histograms, distrib…
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Learn_Numpy Public
NumPy (short for Numerical Python) is a powerful Python library used for working with arrays, matrices, and numerical computations.
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Learn_Pandas Public
pandas is a powerful Python library for data analysis and manipulation. It’s like a Swiss Army knife for handling structured data!
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deep-learning-drizzle Public
Forked from kmario23/deep-learning-drizzleDrench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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Hyperparameter Tuning with Microsoft NNI to automated machine learning (AutoML) experiments. The tool dispatches and runs trial jobs generated by tuning algorithms to search the best neural archite…
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Dive into LLM development! Learn cutting-edge techniques behind models like OpenAI's GPT-4, Meta's LLaMA 2, Mistral-7B, and Anthropic's Claude. Master PyTorch, build transformers, & fine-tune pre-t…
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Comprehensive collection of Python implementations and explanations for essential data structures and algorithms
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NLP_Projects Public
Welcome to the Natural Language Processing Repository! This repository is a collection of code examples, algorithms, and resources for Natural Language Processing (NLP). NLP is a field that focuses…
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LearnWebTech Public
WebTechnologies: HTML, CSS, JavaScript
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