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a-b_testing

algorithms_321

anomalies-nifty50-lstm-autoencoder

This work demonstrates the use of an LSTM-Autoencoder, implemented using Tensorflow and Keras, to detect anomalies in Timeseries data, using an example of anomalies in the daily closing price of Nifty50, the equity index of the National Stock Exchange.

artificial_intelligence_cw

autogpt-telegram

AutoGPT Telegram Bot is a Python-based chatbot developed for a self-learning project. It leverages the power of OpenAI's GPT language model to answer user questions and maintain conversation history for more accurate responses.

bitcoin-analysis

building_evaluating_rag

Building and Evaluating Advanced RAG Applications

data-preprocessing-template

This repository includes all the Data Preprocessing required before using a dataset on a Machine Learning Model. Please refer README on how to use.

fetching-financial-data

Fetching financial data for technical & fundamental analysis and algorithmic trading from a variety of python packages and sources.

functions-tools-agents-langchain

Jupyter notebooks for course Functions, Tools and Agents with LangChain, taught by Harrison Chase (Co-Founder and CEO at LangChain).

greenblatt-magic-formula-value-investing

Implementation of Joel Greenblatt's magic formula, which he described in his book - "The Little Book That Still Beats the Market".

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

hatespeech_analysis_bert

housing-eda

image-recognition

ipl_clustering

keras-tf

lane-line-detection

Using OpenCV to detect Lane Lines on a road, one of the most fundamental concepts for building a Self-Driving car.

langchain_sandbox

Langchain Experiments

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama2-finetune-finance-alpaca

Fine tuning a LLaMA 2 model on Finance Alpaca using 4/8 bit quantization, easily feasible on Colab.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

ml-mlops-genai-design

These are resources that i use to provide trainings or lectures on DS ML , Gen Ai , etc

netflix-recommendation-system

A Netflix recommendation system (suggests 5 titles to watch next based on a title you have watched) written in Python

nlp_hatespeech

nyc-taxi-demand-prediction

painter-identification

pytorch_gan

General Adversarial Network (GANs) experiments using PyTorch

roadmap_mastering_data-science-ml

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

solidity_testnet

Sample solidity projects