Ecosyste.ms: Awesome

https://github.com/milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 03 Jul 2024

https://github.com/simbafl/Data-analysis

数据分析，挖掘建模。

data-analysis kaggle matplotlib numpy pandas python3 scipy sklearn

Last synced: 02 Jul 2024

https://github.com/ducha-aiki/google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

cnn fastai kaggle pytorch retrieval

Last synced: 02 Jul 2024

https://github.com/iam-Shashank/awesome-fastai

collection of fastai resources: blog posts, twitter threads etc.

deep-learning fastai fastai-tutorials kaggle machine-learning python3 pytorch

Last synced: 26 Jun 2024

https://github.com/isLinXu/awesome-road-map

🗺️awesome-road-map🗺️

artificial-intelligence data-science deep-learning kaggle machine-learning python

Last synced: 25 Jun 2024

https://github.com/AlexIoannides/ml-workflow-automation

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

classification data-science flask helm jupyter-notebook kaggle kubernetes machine-learning mlops numpy pandas python rest-api sklearn

Last synced: 24 Jun 2024

https://github.com/ypeleg/HungaBunga

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

automl brute fit force kaggle learning machine predict scikit-learn sklearn

Last synced: 24 Jun 2024

https://github.com/EvilPsyCHo/Deep-Time-Series-Prediction

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

attention bert deep-learning kaggle lstm pytorch regression seq2seq series-prediction time-series-forecasting toturial wavenet

Last synced: 23 Jun 2024

https://github.com/AI-Sphere/Awesome-Noah

:octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

awesome-list competition-code deep-learning kaggle machine-learning

Last synced: 22 Jun 2024

https://github.com/apachecn/Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

interview kaggle leetcode machine-learning python

Last synced: 21 Jun 2024

https://github.com/ChenglongChen/kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

crowdflower kaggle kaggle-competetion kaggle-crowdflower natural-language-processing nlp product-search relevance-competition search-engine search-relevance semantic-matching semantic-similarity

Last synced: 20 Jun 2024

https://github.com/warchildmd/game2vec

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

cbow embeddings game2vec kaggle skipgram tensorflow word2vec

Last synced: 20 Jun 2024

https://github.com/ClimbsRocks/machineJS

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

auto-ml automated-machine-learning automl data-science data-scientists javascript javascript-library kaggle machine-learning machine-learning-algorithms machine-learning-library ml numerai scikit-learn

Last synced: 17 Jun 2024

https://github.com/innat/ML-Resource

A concise resource repository for machine learning

data-analysis data-science deep-learning kaggle machine-learning python spark

Last synced: 16 Jun 2024

https://islinxu.github.io/awesome-road-map/

🗺️awesome-road-map🗺️

artificial-intelligence data-science deep-learning kaggle machine-learning python

Last synced: 12 Jun 2024

https://github.com/u1234x1234/kaggle-yelp-restaurant-photo-classification

Winning solution scripts

kaggle mxnet

Last synced: 12 Jun 2024

https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 11 Jun 2024

https://github.com/datawhalechina/competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

data-competition data-science deep-learning kaggle

Last synced: 11 Jun 2024

https://github.com/Mikoto10032/DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow

Last synced: 11 Jun 2024

https://github.com/stevecondylios/rawr

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

blogdown-sites kaggle kaggle-notebook medium r r-bloggers rawr stackoverflow towards-data-science

Last synced: 10 Jun 2024

https://github.com/EliotAndres/kaggle-past-solutions

A searchable compilation of Kaggle past solutions

awesome compilation data-science kaggle

Last synced: 06 Jun 2024

https://github.com/zhpmatrix/Kaggle-Quora-Insincere-Questions-Classification

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案

bert kaggle quora tensor2tensor transformer

Last synced: 06 Jun 2024

https://github.com/MrKhan0747/Breast-Cancer-Detection

breast-cancer breast-cancer-prediction breast-cancer-tumor breast-cancer-wisconsin breastcancer-classification classification classification-model kaggle kaggle-dataset knn-classification logistic-regression machine-learning random-forest svm-classifier

Last synced: 29 May 2024

https://github.com/ray-project/xgboost_ray

Distributed XGBoost on Ray

dask data-science kaggle machine-learning modin xgboost

Last synced: 22 May 2024

https://github.com/pfnet-research/autogbt-alt

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

automl gradient-boosting kaggle lightgbm machine-learning python

Last synced: 20 May 2024

https://github.com/davpinto/fastknn

Fast k-Nearest Neighbors Classifier for Large Datasets

decision-boundaries dimension-reduction feature-engineering feature-extraction kaggle knn nearest-neighbors rstats shrinkage-estimator

Last synced: 20 May 2024

https://github.com/upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

automated-feature-engineering automl automl-pipeline chatgpt data-enrichment data-science feature-engineering feature-extraction feature-selection features kaggle kaggle-solution large-language-models llm machine-learning open-data open-datasets public-data python-library scikit-learn

Last synced: 18 May 2024

https://github.com/sb-ai-lab/LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

automated-machine-learning automatic-machine-learning automl automl-algorithms binary-classification data-science kaggle lama machine-learning multiclass-classification nlp python regression

Last synced: 17 May 2024

https://github.com/neptune-ai/open-solution-mapping-challenge

Open solution to the Mapping Challenge :earth_americas:

competition crowdai data-science data-science-learning deep-learning kaggle lightgbm machine-learning machine-learning-lab mapping-challenge neptune pipeline pipeline-framework python satellite-imagery unet unet-image-segmentation unet-pytorch

Last synced: 15 May 2024

https://github.com/faridrashidi/kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

awesome competition data-mining data-science kaggle machine-learning solutions

Last synced: 13 May 2024

https://github.com/minerva-ml/open-solution-toxic-comments

Open solution to the Toxic Comment Classification Challenge

challenge competition data-science deep-learning ensemble-model kaggle kaggle-competition machine-learning neptune nlp pipeline prediction python python3

Last synced: 12 May 2024

https://github.com/minerva-ml/open-solution-data-science-bowl-2018

Open solution to the Data Science Bowl 2018

data-science data-science-bowl data-science-bowl-2018 deep-learning image-processing kaggle machine-learning medical-image-processing medical-imaging neptune open-source python python3 segmentation unet unet-image-segmentation unet-pytorch

Last synced: 12 May 2024

https://github.com/minerva-ml/open-solution-ship-detection

Open solution to the Airbus Ship Detection Challenge

data-science deep-learning deep-neural-networks kaggle kaggle-competition machine-learning neptune neptune-framework open-science python python3 python35 pytorch pytorch-implmention unet unet-image-segmentation

Last synced: 12 May 2024

https://github.com/minerva-ml/open-solution-home-credit

Open solution to the Home Credit Default Risk challenge :house_with_garden:

competition credit-risk credit-scoring deep-learning feature-engineering kaggle lightgbm machine-learning neptune open-source pipeline pipeline-framework python python3 python35 reproducibility reproducible-experiments xgboost

Last synced: 12 May 2024

https://github.com/m4rz910/NYISOToolkit

Access data, statistics, and visualizations for New York's electricity grid.

analysis clcpa clean-energy data datascience datasets decarbonization electricity energy kaggle kaggle-competition kaggle-dataset machine-learning ml newyork nyiso renewable-energy visualization

Last synced: 07 May 2024

https://github.com/NghiaTranUIT/data-visualization-deck-gl

A experiment to visualize Tree in NewYork and Flight record data. Using Deck.gl and Kaggle

deck flight-visualization kaggle uber

Last synced: 07 May 2024

https://github.com/AxeldeRomblay/MLBox

MLBox is a powerful Automated Machine Learning python library.

auto-ml automated-machine-learning automl classification data-science deep-learning distributed drift encoding kaggle keras lightgbm machine-learning optimization pipeline prediction preprocessing regression stacking xgboost

Last synced: 05 May 2024

https://github.com/RGF-team/rgf

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

decision-forest decision-trees ensemble-model kaggle machine-learning ml regularized-greedy-forest rgf

Last synced: 28 Apr 2024

https://github.com/Microsoft/LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r

Last synced: 28 Apr 2024

https://github.com/sberbank-ai-lab/LightAutoML

LAMA - automatic model creation framework

automated-machine-learning automl blackbox classification data-science ensembling feature-engineering gradient-boosting kaggle lama linear-model model-selection multiclass nlp parameter-tuning pipeline pytorch regression stacking whitebox

Last synced: 27 Apr 2024

https://github.com/thundergolfer/Insults

Detect whether a social media comment is insulting or derogatory

kaggle linear-model machine-learning natural-language-processing sklearn social-media

Last synced: 26 Apr 2024

https://github.com/d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: 26 Apr 2024

https://github.com/donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 25 Apr 2024

https://github.com/kozodoi/Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

cassava cnn computer-vision deep-learning image-classification kaggle pytorch stacking vision-transformer

Last synced: 23 Apr 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

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

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 23 Apr 2024

https://github.com/catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

big-data catboost categorical-features coreml cuda data-mining data-science decision-trees gbdt gbm gpu gpu-computing gradient-boosting kaggle machine-learning python r tutorial

Last synced: 22 Apr 2024

https://github.com/Atharva-Phatak/torchflare

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

deep-learning deep-neural-networks gans generative-adversarial-network image-classfication image-classification image-processing image-segmentation infrastructure kaggle machine-learning natural-language-processing python pytorch pytorch-model self-supervised-learning text-classification

Last synced: 20 Apr 2024

https://github.com/desimone/pytorch-cat-vs-dogs

example kaggle machine-learning pytorch

Last synced: 19 Apr 2024

https://github.com/catboost/benchmarks

catboost ipython ipython-notebook kaggle titanic-dataset tutorials

Last synced: 11 Apr 2024

https://github.com/serengil/chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

adaboost c45-trees cart categorical-features data-mining data-science decision-trees gbdt gbm gbrt gradient-boosting gradient-boosting-machine gradient-boosting-machines id3 kaggle machine-learning python random-forest regression-tree

Last synced: 11 Apr 2024

https://github.com/kargaranamir/Trademarks-from-Iranian-Companies

Iranian official trademarks dataset

dataset image-dataset iranian-companies kaggle logos trademarks

Last synced: 05 Apr 2024

https://github.com/jacksu/machine-learning

从零基础开始机器学习之旅

anomalydetection awesome deep-learning kaggle machine-learning ml nlp pandas python sklearn tensorflow

Last synced: 03 Apr 2024

https://github.com/aliosmankaya/DataScienceProjects

This repository for my Data Science, Machine Learning and Deep Learning projects. I want to share my work on this areas.

breast-cancer-wisconsin chest-xray classification data-science deep-learning imagedatagenerator insurance kaggle keras machine-learning matplotlib-pyplot numpy pandas python regression seaborn tensorflow tensorflow2 titanic-kaggle

Last synced: 01 Apr 2024

https://github.com/Arturus/kaggle-web-traffic

1st place solution

cocob cudnn kaggle kaggle-web-traffic rnn rnn-encoder-decoder seq2seq tensorflow time-series timeseries

Last synced: 28 Mar 2024

https://github.com/amirassov/kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

computer-vision deep-learning hybrid-task-cascade imaterialist instance-segmentation kaggle kaggle-imaterialist mmdetection object-detection pytorch

Last synced: 28 Mar 2024

https://github.com/pudae/kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle python pytorch

Last synced: 28 Mar 2024

https://github.com/BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta

Last synced: 27 Mar 2024

https://github.com/dimgold/Higgs_data_mining

Higgs data mining project (2015)

data-mining data-science higgs kaggle neurolab sklearn

Last synced: 24 Mar 2024

https://github.com/the-black-knight-01/Data-Science-Competitions

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

analytics-vidhya competition-code competitive-data-science-github data-science data-science-competition data-science-competitions datahack-competition kaggle kaggle-competition kaggle-competition-for-beginners kaggle-competition-solutions kaggle-solutions-github kaggle-winning-solutions-github machine-learning machinehack-competition xgboost

Last synced: 24 Mar 2024

https://github.com/EliasVansteenkiste/plnt

A Python framework for classification of satellite imagery of the Amazon, built with Pytorch and Lasagne/Theano. The goal is to find deforestation activity.

classification deep-neural-networks kaggle lasagne python pytorch satellite-imagery