234 Open source projects that are alternatives of or similar to Jigsaw-Unintended-Bias-in-Toxicity-Classification

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

4th Place Solution for The Hunt for Prohibited Content Competition on Kaggle (http://www.kaggle.com/c/avito-prohibited-content)

Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya & Zindi | Expert at Kaggle | Hack AI

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

A community run, 5-day PyTorch Deep Learning Bootcamp

CNN histopathologic tumor identifier.

Kaggle solutions

2nd Place Solution in Kaggle Airbnb New User Bookings competition

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

Sample notebooks for Kaggle competitions

Solution to Kaggle - Web Traffic Time Series Forecasting

(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.

a solution for competition of kaggle `Human or Robot`

Open solution to the Airbus Ship Detection Challenge

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

🏁 API client for Kaggle

Kaggle-like machine learning competition platform

Open solution to the Toxic Comment Classification Challenge

Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

Facial Expression Recognition

Pytorch starter kit for Kaggle competitions

📢 Ready to learn or review your knowledge!

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

Kaggle을 처음 접하는 사람들을 위한 문서

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation

Kaggle | 14th place solution for TGS Salt Identification Challenge

Tensorflow implementation : U-net and FCN with global convolution

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

Personalized Medicine: Redefining Cancer Treatment with deep learning

Starter template for a documentation site, using Jigsaw by Tighten

6th place solution to Freesound Audio Tagging 2019 kaggle competition

Kaggle Titanic example

The Java implementation of Dive into Deep Learning (D2L.ai)

Spark 2.0 Scala Machine Learning examples

Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

My published benchmark for a Kaggle Simulations Competition

19th place solution in "Predicting Molecular Properties"

Extract raw R code directly from webpages, including Github, Kaggle, Stack Overflow, and sites made using Blogdown.

Paraphrase question identification using Feature Fusion Network (FFN).

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Kaggle getting started competition examples

An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.

A collection of ML related stuff including notebooks, codes and a curated list of various useful resources such as books and softwares. Almost everything mentioned here is free (as speech not free food) or open-source.

Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow

Abstract Puzzles generative jigsaw puzzles showcase and IDE

📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.

Kaggle 2018 @ Human Protein Atlas Image Classification

Code for reproducing 2nd place solution for Kaggle competition IEEE's Signal Processing Society - Camera Model Identification

Gradle plugin: adds support for building Java 9 modules.

Accompanying notebook and sources to "A Guide to Pseudolabelling: How to get a Kaggle medal with only one model" (Dec. 2020 PyData Boston-Cambridge Keynote)

ml & dl & kaggle

Source code for the ACL workshop paper and Kaggle competition by Google AI team

jigsaw-rpc is an RPC framework written in TypeScript under Node.js

10th place solution to the $1,500,000 Kaggle Passenger Screening Challenge sponsored by the Department of Homeland Security.

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

Kaggle competition

Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.

Data Science projects on various problem statements and datasets using Data Analysis, Machine Learning Algorithms, Deep Learning Algorithms, Natural Language Processing, Business Intelligence concepts by Python

Kaggle Kernels (Python, R, Jupyter Notebooks)