Deeptoxictop 1% solution to toxic comment classification challenge on Kaggle.
Stars: ✭ 180 (+900%)
CRNN-OCR-liteLightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]
Stars: ✭ 130 (+622.22%)
LightgbmA 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.
Stars: ✭ 13,293 (+73750%)
MCF-3D-CNNTemporal-spatial Feature Learning of DCE-MR Images via 3DCNN
Stars: ✭ 43 (+138.89%)
kaggle-champsCode for the CHAMPS Predicting Molecular Properties Kaggle competition
Stars: ✭ 49 (+172.22%)
Machine Learning Workflow With PythonThis is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
Stars: ✭ 157 (+772.22%)
Fill-the-GAP[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle
Stars: ✭ 13 (-27.78%)
Data Analysis主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
Stars: ✭ 142 (+688.89%)
coral-ordinalTensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
Stars: ✭ 52 (+188.89%)
BenchmarksComparison tools
Stars: ✭ 139 (+672.22%)
Kaggle HumpbackCode for 3rd place solution in Kaggle Humpback Whale Identification Challenge.
Stars: ✭ 135 (+650%)
baysegAn unsupervised machine learning algorithm for the segmentation of spatial data sets.
Stars: ✭ 46 (+155.56%)
WGAN GPKeras model and tensorflow optimization of 'improved Training of Wasserstein GANs'
Stars: ✭ 16 (-11.11%)
Ml Dl ScriptsThe repository provides usefull python scripts for ML and data analysis
Stars: ✭ 119 (+561.11%)
Ml Fraud DetectionCredit card fraud detection through logistic regression, k-means, and deep learning.
Stars: ✭ 117 (+550%)
StoreItemDemand(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.
Stars: ✭ 24 (+33.33%)
Ds bowl 2018Kaggle Data Science Bowl 2018
Stars: ✭ 116 (+544.44%)
cnn-visualization-keras-tf2Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream
Stars: ✭ 21 (+16.67%)
CryptoCryptocurrency Historical Market Data R Package
Stars: ✭ 112 (+522.22%)
Xtreme-VisionA High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
Stars: ✭ 77 (+327.78%)
Dog Breeds ClassificationSet of scripts and data for reproducing dog breed classification model training, analysis, and inference.
Stars: ✭ 105 (+483.33%)
Data-Science-ArticlesA collection of my blogs on Data Science and Machine learning.
Stars: ✭ 66 (+266.67%)
AI-ProjectsAI项目(强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理)
Stars: ✭ 39 (+116.67%)
digit recognizerCNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
Stars: ✭ 27 (+50%)
Pytorch zooA collection of useful modules and utilities (especially helpful for kaggling) not available in Pytorch
Stars: ✭ 84 (+366.67%)
Data-ScienceUsing Kaggle Data and Real World Data for Data Science and prediction in Python, R, Excel, Power BI, and Tableau.
Stars: ✭ 15 (-16.67%)
kaggle-berlinMaterial of the Kaggle Berlin meetup group!
Stars: ✭ 36 (+100%)
MlboxMLBox is a powerful Automated Machine Learning python library.
Stars: ✭ 1,199 (+6561.11%)
ecceML Prediction of Bible Topics and Passages (Python / React)
Stars: ✭ 36 (+100%)
TF2DeepFloorplanTF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.
Stars: ✭ 98 (+444.44%)
AutoXAutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.
Stars: ✭ 431 (+2294.44%)
Data Science Bowl 2018End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Stars: ✭ 56 (+211.11%)
Artificial Intelligence Deep Learning Machine Learning TutorialsA 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.
Stars: ✭ 2,966 (+16377.78%)
Keras catVSdog tf estimatorSource for post "An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model"
Stars: ✭ 32 (+77.78%)
Kaggle HpaCode for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Stars: ✭ 226 (+1155.56%)
grouped-ssd-pytorchPyTorch implementation of Grouped SSD (GSSD) and GSSD++ for focal liver lesion detection from multi-phase CT images (MICCAI 2018, IEEE TETCI 2021)
Stars: ✭ 36 (+100%)
kaggle-airbnb🌍 Where will a new guest book their first travel experience?
Stars: ✭ 53 (+194.44%)
Kaggle-Quora-Question-PairsThis is our team's solution report, which achieves top 10% (305/3307) in this competition.
Stars: ✭ 58 (+222.22%)
dku-kaggle-class단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료
Stars: ✭ 48 (+166.67%)