sockthem

Boom-Bikes-Linear-Regression

Business Goal: You are required to model the demand for shared bikes with the available independent variables. It will be used by the management to understand how exactly the demands vary with different features. They can accordingly manipulate the business strategy to meet the demand levels and meet the customer's expectations. Further, the model will be a good way for management to understand the demand dynamics of a new market.

Credit-EDA-Case-Study

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

HELP-NGO-Clustering-

HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It runs a lot of operational projects from time to time along with advocacy drives to raise awareness as well as for funding purposes. After the recent funding programmes, they have been able to raise around $ 10 million. Now the CEO of the NGO needs to decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. And this is where you come in as a data analyst. Your job is to categorise the countries using some socio-economic and health factors that determine the overall development of the country. Then you need to suggest the countries which the CEO needs to focus on the most. The datasets containing those socio-economic factors and the corresponding data dictionary are provided below.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language Processing

py-gpt

Desktop AI Assistant powered by o1, GPT-4, GPT-4 Vision, Gemini, Claude, Llama 3, Bielik, DALL-E, Langchain, Llama-index, chat, vision, voice control, image generation and analysis, agents, command execution, file upload/download, speech synthesis and recognition, access to Web, memory, presets, assistants, plugins, and more. Linux, Windows, Mac.

sockthem/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

sockthem/Syntactic-Processing_NLP_Basics

Spacy/NLP/POS Tagging/Custom NER/Dependency Parsing

sockthem/devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

sockthem/AmazonSageMakerCourse

SageMaker Course Material

sockthem/automl

Google Brain AutoML

sockthem/azure-sdk-for-python

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/en-us/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.

sockthem/course20

Deep Learning for Coders, 2020, the website

sockthem/eh-table

sockthem/experiments

sockthem/fastai

The fastai deep learning library

sockthem/fastText

Library for fast text representation and classification.

sockthem/Fine-Tuning-Hugging-Face-Model-with-Custom-Dataset

sockthem/gg

sockthem/ggplot2

An implementation of the Grammar of Graphics in R

sockthem/gpt2-clinical-sent_pred

sockthem/lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

sockthem/models

Models and examples built with TensorFlow

sockthem/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

sockthem/NLP-Smol-Projects

sockthem/notebooks

Notebooks using the Hugging Face libraries 🤗

sockthem/ocr-meme-image-data

sockthem/PlanetaryComputerExamples

Examples of using the Planetary Computer

sockthem/pysentimiento

A Python toolkit for Sentiment Analysis and other Social NLP tasks

sockthem/Semantic-Processing-Basics

sockthem/senti-recom-nlp

sockthem/sockthem

Config files for my GitHub profile.

sockthem/SpaceX-API

:rocket: Open Source REST API for SpaceX launch, rocket, core, capsule, starlink, launchpad, and landing pad data.

sockthem/spaCy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

sockthem/transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

sockthem/XBNet

Boosted neural network for tabular data