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In this repository, I have implemented different ways and methods for statistical analysis using Python.
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Exploratory-Data-Analysis Public
In this repository, I have performed basic Exploratory Data Analysis for Tabular data, Text data, Image data, Time-Series data and Audio data.
machine-learning deep-learning exploratory-data-analysis tabular-data audio-data text-data time-series-dataJupyter Notebook MIT License UpdatedOct 22, 2025 -
BERT-from-Scratch Public
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Mistral-AI-from-Scratch Public
In this repo I have implemented Mistral AI from Scratch using PyTorch.
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Intelligent-WhatsApp-Bots Public
Implementation of WhatsApp Bot for YouTube Video Summarization
Python MIT License UpdatedMay 18, 2025 -
RNN-LSTM-GRU-from-Scratch Public
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.
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In this repo I have implemented Stable Diffusion from Scratch using PyTorch.
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DDPM-from-Scratch Public
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.
UpdatedDec 7, 2024 -
ISRO-Lunar-Elemental-Mapping Public
Problem Statements of InterIIT TechMeet 13.0 in which my team has to map the elemental composition data from data collected by Chandrayaan 2 on lunar surface.
MIT License UpdatedOct 31, 2024 -
IdeaForge-Drone Public
Problem Statements of InterIIT TechMeet 13.0 in which my team has to solve the problem that if one motor of the drone is falied then using the other 3 motors we need to maintain the stability of th…
MIT License UpdatedOct 31, 2024 -
Problem Statements of InterIIT TechMeet 13.0 by Adobe
Jupyter Notebook Apache License 2.0 UpdatedOct 17, 2024 -
Applicant-Tracking-System Public
Enhance the ability of LLMs by adding images, files to the prompt
Python MIT License UpdatedSep 20, 2024 -
Pluto-Drone-Swarm-Challenge Public
High Prep Problem Statement by Drona Aviation at InterIIT TechMeet 11.0
Python MIT License UpdatedSep 9, 2024 -
High Prep Problem Statement by DevRev at InterIIT TechMeet 12.0
MIT License UpdatedSep 9, 2024 -
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Introduction-to-LLMs Public
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.
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The-AI-Orchestra Public
In this repository I have explained about how we can generate music via LSTMs.
Jupyter Notebook MIT License UpdatedJul 16, 2024 -
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BTC-Predictor Public
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 de…
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Priority-Pro Public
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.
Python MIT License UpdatedJun 24, 2024 -
GPT-from-Scratch Public
In this repository, I have created the GPT architecture, provided the code for building it from scratch, and demonstrated how to train it.
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LLaMA-from-Scratch Public
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.
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Transformer-from-Scratch Public
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.
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LangChain-for-LLMs Public
Utilizing LLMs via LangChain
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ML-Algorithms Public
In this repository I have explained different ML Algorithms with their code.
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Mistral-AI Public
In this repository, I have created the Mistral AI's 7B and 8x7B model, provided the code for building it from scratch, and demonstrated how to train it.
data-science machine-learning artificial-intelligence large-language-models mistral-7b mistral-8x7b mistral-aiJupyter Notebook MIT License UpdatedMay 18, 2024
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