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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.

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

Updated Apr 3, 2022
Python

microsoft / LightGBM

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Open

[ci] warnings from mypy

10

jameslamb commented Jan 27, 2021

Summary

mypy shows some issues in LightGBM's Python package.

mypy \
    --exclude='python-package/compile/|python-package/build' \
    --ignore-missing-imports \
    python-package/

18 errors in 4 files (click me)

python-package/lightgbm/compat.py:12: error: Name 'Series' already defined (possibly by an import)
python-package

List of dependencies that should be updated from time to time

6

Open

[python-package] type hints in python package

9

Find more good first issues

d2l-ai / d2l-en

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Open

[Tensorflow] Plots appear smoother inconsistent with MXNet/PyTorch

1

AnirudhDagar commented Jan 24, 2022

Although the results look nice and ideal in all TensorFlow plots and are consistent across all frameworks, there is a small difference (more of a consistency issue). The result training loss/accuracy plots look like they are sampling on a lesser number of points. It looks more straight and smooth and less wiggly as compared to PyTorch or MXNet.

It can be clearly seen in chapter 6([CNN Lenet](ht

apachecn / Interview

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Interview = 简历指南 + 算法题 + 八股文 + 源码分析

python machine-learning leetcode interview kaggle

Updated Mar 12, 2022
Jupyter Notebook

Mikoto10032 / DeepLearning

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

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

Updated Dec 27, 2021
Jupyter Notebook

catboost / catboost

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Open

More concise error message with feature name, not only feature_idx

fingoldo commented Mar 24, 2022

Problem:

_catboost.pyx in _catboost._set_features_order_data_pd_data_frame()

_catboost.pyx in _catboost.get_cat_factor_bytes_representation()

CatBoostError: Invalid type for cat_feature[non-default value idx=1,feature_idx=336]=2.0 : cat_features must be integer or string, real number values and NaN values should be converted to string.

Could you also print a feature name, not o

Extend Callback Interface

1

Open

GPU accelerated training not available during multitasking and model retraining

8

Find more good first issues

milesial / Pytorch-UNet

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

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

Updated Apr 10, 2022
Python

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

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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.

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

Updated Apr 6, 2022
Python

datawhalechina / competition-baseline

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数据科学竞赛知识、代码、思路

data-science deep-learning kaggle data-competition

Updated Mar 29, 2022
Jupyter Notebook

girls-in-ai / Girls-In-AI

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免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

machine-learning deep-learning jupyter-notebook python3 kaggle girl

Updated Jul 5, 2019
Jupyter Notebook

ChenglongChen / kaggle-CrowdFlower

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

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

Updated Sep 25, 2021
C++

Arturus / kaggle-web-traffic

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1st place solution

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

Updated Oct 15, 2018
Jupyter Notebook

faridrashidi / kaggle-solutions

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🏅 Collection of Kaggle Solutions and Ideas 🏅

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

Updated Mar 29, 2022
HTML

EliotAndres / kaggle-past-solutions

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A searchable compilation of Kaggle past solutions

data-science awesome kaggle compilation

Updated Dec 23, 2019
HTML

AxeldeRomblay / MLBox

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MLBox is a powerful Automated Machine Learning python library.

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

Updated Feb 10, 2022
Python

BloodAxe / pytorch-toolbelt

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PyTorch extensions for fast R&D prototyping and Kaggle farming

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

Updated Mar 14, 2022
Python

entron / entity-embedding-rossmann

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kaggle categorical-data categorical-features entity-embedding one-hot-encoding

Updated Jan 21, 2020
Jupyter Notebook

sberbank-ai-lab / LightAutoML

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LAMA - automatic model creation framework

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

Updated Apr 6, 2022
Python

catboost / tutorials

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CatBoost tutorials repository

ipython ipython-notebook tutorials kaggle catboost titanic-dataset

Updated Apr 1, 2022
Jupyter Notebook

chocoluffy / deep-recommender-system

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深度学习在推荐系统中的应用及论文小结。

data-science deep-learning kaggle recommendation-system

Updated Oct 5, 2020
Jupyter Notebook

HouJP / kaggle-quora-question-pairs

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Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

kaggle quora feature-engineering

Updated Dec 20, 2017
Python

jeongyoonlee / Kaggler

Sponsor

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Code for Kaggle Data Science Competitions

python machine-learning kaggle feature-engineering automl kaggler

Updated Mar 6, 2022
Python

interviewBubble / Data-Science-Competitions

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

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

Updated Jan 30, 2020

ypeleg / HungaBunga

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

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

Updated Aug 2, 2020
Python

juliandewit / kaggle_ndsb2017

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Kaggle datascience bowl 2017

machine-learning deep-learning tensorflow keras kaggle medical-imaging

Updated Apr 13, 2018
Python

ypwhs / dogs_vs_cats

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猫狗大战

keras jupyter-notebook kaggle image-classification resnet keras-tutorials inception xception

Updated Feb 25, 2022
Jupyter Notebook

jiegzhan / multi-class-text-classification-cnn-rnn

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Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

text-classification tensorflow cnn embeddings kaggle lstm rnn

Updated Mar 23, 2018
Python

selimsef / dfdc_deepfake_challenge

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A prize winning solution for DFDC challenge

kaggle deepfakes deepfake-detection

Updated Dec 22, 2021
Python

alexattia / Data-Science-Projects

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DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.

python challenge machine-learning hackerrank kaggle

Updated Sep 30, 2020
Jupyter Notebook

d2l-ai / d2l-vi

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Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

python machine-learning computer-vision deep-learning mxnet tensorflow keras pytorch kaggle d2l vietnamese-language mlbvn

Updated Feb 8, 2022
Python

Mar	APR	May
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kaggle

Here are 3,569 public repositories matching this topic...

donnemartin / data-science-ipython-notebooks

microsoft / LightGBM

[ci] warnings from mypy

Summary

List of dependencies that should be updated from time to time

[python-package] type hints in python package

d2l-ai / d2l-en

[Tensorflow] Plots appear smoother inconsistent with MXNet/PyTorch

apachecn / Interview

Mikoto10032 / DeepLearning

catboost / catboost

More concise error message with feature name, not only feature_idx

Extend Callback Interface

GPU accelerated training not available during multitasking and model retraining

milesial / Pytorch-UNet

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

datawhalechina / competition-baseline

girls-in-ai / Girls-In-AI

ChenglongChen / kaggle-CrowdFlower

Arturus / kaggle-web-traffic

faridrashidi / kaggle-solutions

EliotAndres / kaggle-past-solutions

AxeldeRomblay / MLBox

BloodAxe / pytorch-toolbelt

entron / entity-embedding-rossmann

sberbank-ai-lab / LightAutoML

catboost / tutorials

chocoluffy / deep-recommender-system

HouJP / kaggle-quora-question-pairs

jeongyoonlee / Kaggler

interviewBubble / Data-Science-Competitions

ypeleg / HungaBunga

juliandewit / kaggle_ndsb2017

ypwhs / dogs_vs_cats

jiegzhan / multi-class-text-classification-cnn-rnn

selimsef / dfdc_deepfake_challenge

alexattia / Data-Science-Projects

d2l-ai / d2l-vi

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