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100-days-of-machine-learning

airflow-tutorial

Apache Airflow tutorial

article_post

autoprofiler

Automatically profile dataframes in the Jupyter sidebar

autotimes

Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"

awesome-llm-time-series

tracking papers, datasets, and models of "large language model (LLM) for time series"

awesome-llms-datasets

Summarize existing representative LLMs text datasets.

awesome-timeseries-spatiotemporal-lm-llm

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

aws-python-examples

Python examples on AWS (Amazon Web Services) using AWS SDK for Python (Boto3). How to manage EC2 instances, Lambda Functions, S3 buckets, etc.

aws-step-functions-data-science-sdk-python

Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS

azure-python-examples

Python examples on Microsoft Azure. How to manage Virtual Machines instances, Blob Storage, Azure Functions, etc.

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

bookmarker-api

Flask REST API Tutorial

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

cnn-from-scratch

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

coding-interview-university

A complete computer science study plan to become a software engineer.

coursera_generative-ai-with-llm

credit-risk-using-south-german-credit-data

A real time project to find an effective way of predicting whether a potential borrower will repay a loan or not and label them as 0 or 1 based on repayment status of the customer

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepworks

A collection of Deep Learning projects and resources

ecfp

eda_work

fastrpca

Matlab code for all variants of robust PCA and SPCP

fine_tuning

GPT-3 Fine tuning

finetuningtutorial

Finetuning tutorial for GPT-3

flask-flasgger-tutorial

This repository contains code for flask and flasgger tutorial for machine learning reference analytics vidhya blog

flaskrestful-swagger-ui-docker-compose-unit-test-how-to-organize-python-code-for-rest-api

FlaskRestful + Swagger UI + Docker Compose + Unit Test | How to organize Python Code for REST API

flasktodolistapitutorial

forecast_hyperparameter

get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM for chat with PDF files, cryptocurrency tweets sentiment analysis.