https://github.com/polakowo/mlprojects
Some of my ML projects and Kaggle competitions
https://github.com/polakowo/mlprojects
fastai machine-learning pytorch sklearn tensorflow
Last synced: 5 months ago
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Some of my ML projects and Kaggle competitions
- Host: GitHub
- URL: https://github.com/polakowo/mlprojects
- Owner: polakowo
- Created: 2019-02-11T00:44:50.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2022-08-23T00:52:35.000Z (about 3 years ago)
- Last Synced: 2024-05-02T03:11:00.625Z (over 1 year ago)
- Topics: fastai, machine-learning, pytorch, sklearn, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 54.8 MB
- Stars: 19
- Watchers: 2
- Forks: 2
- Open Issues: 15
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# mlprojects
My portfolio of projects related to data science.
#### Time Series
- [Forecasting monthly 1C sales for every product and store](https://github.com/polakowo/mlprojects/tree/master/1c-sales-prediction)
- [Forecasting daily Rossmann sales for up to six weeks in advance](https://github.com/polakowo/mlprojects/tree/master/rossmann-sales-prediction)
#### Fraud Detection
- [Detecting fraudulent credit card transactions with anomaly detection](https://github.com/polakowo/mlprojects/tree/master/credit-card-fraud-detection)
#### Recommendation
- [Movie recommendation system using collaborative filtering](https://github.com/polakowo/mlprojects/tree/master/movielens-recommendation)
#### Computer Vision
- [Detection and segmentation of ships in satellite images](https://github.com/polakowo/mlprojects/tree/master/airbus-ship-segmentation)
- [Classification of satellite images for different conditions](https://github.com/polakowo/mlprojects/tree/master/planet-amazon-classification)
- [Visual explanation of the model's decision making](https://github.com/polakowo/mlprojects/tree/master/visual-model-explanation)
#### Sentiment Analysis
- [Sentiment analysis of Amazon product reviews](https://github.com/polakowo/mlprojects/tree/master/amazon-reviews-sentiment-analysis)