binh-forked-projects Goto Github PK

ai-deadlines

:alarm_clock: AI conference deadline countdowns

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

aws-serverless-airline-booking

Airline Booking is a sample web application that provides Flight Search, Flight Payment, Flight Booking and Loyalty points including end-to-end testing, GraphQL and CI/CD. This web application was the theme of Build on Serverless Season 2 on AWS Twitch running from April 24th until end of August in 2019.

aws-serverless-workshops

Code and walkthrough labs to set up serverless applications for Wild Rydes workshops

bens-blog-code

code snippets from my blog

bert-japanese

BERT with SentencePiece for Japanese text.

bookspace

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

count-anything

This method uses Segment Anything and CLIP to ground and count any object that matches a custom text prompt, without requiring any point or box annotation.

ctfidf

Creating class-based TF-IDF matrices

data-science-books

deeplearningbook

MIT Deep Learning Book in PDF format

digital-safe-document-classification

Example on how to build an API which provide document classification service for a "digital safe" or "cloud" app

epitweetr

ECDC Early warning tool using Twitter data

eventextractionpapers

A list of NLP resources focused on event extraction task

few-shot-learning-label-tuning

A few-shot learning method based on siamese networks.

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

llm-course

Course with a roadmap and notebooks to get into Large Language Models (LLMs).

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

ml-email-clustering

Email clustering with machine learning

nlp-labelling

Labelling platform for text using weak supervision.

rule-based-classifier

Sentiment Analysis - Rule based Classifier

sagemakerhuggingfacedashboard

This is a solution that demonstrates how to train and deploy a pre-trained Huggingface model on AWS SageMaker and publish an AWS QuickSight Dashboard that visualizes the model performance over the validation dataset and Exploratory Data Analysis for the pre-processed training dataset.

segment-and-track-anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

time-series-library

A Library for Advanced Deep Time Series Models.

tsfresh

Automatic extraction of relevant features from time series:

unsupervised-text-classification-with-bert-embeddings

Use embeddings to classify text based on categories defined with keywords