Top 18 Python Machinelearning Projects
-
Project mention: [D] PyTorch Distributed Training Libraries: What are the current options? | reddit.com/r/MachineLearning | 2021-12-07
Check out Horovod - https://github.com/horovod/horovod
-
Project mention: Most Frequent 600 Coding Questions on LeetCode | reddit.com/r/cscareerquestions | 2021-10-26
They list themselves all over the internet as an "open source contributor" to Uber, which as far I can tell is based entirely on... reporting that there was an issue with a favicon. To me, it seems like they'll be cheating anybody who employs them based on this, ahem, "experience". And that feels like the tip of the iceberg.
-
OPS
OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.
-
vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
Project mention: Python Pandas vs Dask for csv file reading | reddit.com/r/dataengineering | 2022-01-13How about vaex?
-
igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
Project mention: Train/fit, test, and use models without writing code | reddit.com/r/ArtificialInteligence | 2021-06-29Link to the repo: https://github.com/nidhaloff/igel
-
clearml
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
Project mention: [D] Drop your best open source Deep learning related Project | reddit.com/r/MachineLearning | 2021-12-30Hi there. ClearML is our open-source solution which is part of the PyTorch ecosystem. We would really appreciate it if you read our README and starred us if you like what you see!
-
-
Making predictions based on images involves two basic steps: training the data and then processing the prediction. How to train the ML model can be found in the Github repo: GantMan/nsfw_model.
-
Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
-
But of course, you can always train a model with one framework and run inference with another. For instance, pytorch2keras does exactly this.
-
deepsparse
Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs
Project mention: [D] How does the DeepSparse Engine work? | reddit.com/r/MachineLearning | 2021-10-23Neural magic has open source tools for pruning models and the DeepSparse efficiently executes the sparse models on CPU. Here is the only description of the inner workings I could find. source
-
Project mention: Tear-sheet for trading volatility on two leveraged ETFs using LiuAlgoTrader | reddit.com/r/algotrading | 2021-05-30
LiuAlgoTrader GitHub repo, Trading bands source code
-
Project mention: Looking for Hand Detection pre trained model | reddit.com/r/deeplearning | 2021-08-31
I am looking for a hand detection (hand position on frame) pre trained model. I tried this YOLO model on github here. It is working but getting very low fps (like 2-5 fps) on VideoCapture.
-
Project mention: Deploying a LightGBM classifier as a AWS Sagemaker endpoint? | reddit.com/r/mlops | 2021-08-25
Have looked at: https://sagemaker-examples.readthedocs.io/en/latest/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.html https://docs.aws.amazon.com/sagemaker/latest/dg/docker-containers-create.html https://sagemaker-immersionday.workshop.aws/lab3/option1.html The above don't specify LightGBM, but the concept of Bring Your Own Container/Algorithm is the same. I think this article might be more than what you need, buy it does reference LightGBM https://github.com/awslabs/sagemaker-explaining-credit-decisions And also this one https://github.com/aws-samples/amazon-sagemaker-script-mode/blob/master/lightgbm-byo/lightgbm-byo.ipynb
-
-
Project mention: Type4Py: Machine Learning-based Type Auto-completion for Python | reddit.com/r/madeinpython | 2021-07-23
The Type4Py model and its pipeline are implemented in Python.
-
mlf-core
CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
Project mention: [D] “Please Commit More Blatant Academic Fraud” (Blog post on problems in ML research by Jacob Buckman) | reddit.com/r/MachineLearning | 2021-05-31Link: https://github.com/mlf-core/mlf-core
-
-
Machine-Learning-Cyrillic-Classifier
This is a web app where you can draw a letter in the russian alphabet and the ML algorithm will predict the letter that you drew.
Project mention: Hello there!, I did a Cyrillic Classifier as a data science project for my university and I wanted to share with you | reddit.com/r/Python | 2021-05-10GitHub repo
-
Finance-Using-Python
This product helps to understand the stocks in visual manner and as well as it saves the record. And help to predict the data
source: https://github.com/Aaris-Kazi/Finance-Using-Python
Python Machinelearning related posts
- [D] PyTorch Distributed Training Libraries: What are the current options?
- [D] How does the DeepSparse Engine work?
- Looking for Hand Detection pre trained model
- Tutorial: Prune and quantize YOLOv5 for 10x better performance and 12x smaller size
- Type4Py: Machine Learning-based Type Auto-completion for Python
- [D] GPU buying recommendation
- DS2.ai Release: End-to-End MLOps Platform
Index
What are some of the best open-source Machinelearning projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | horovod | 12,057 |
| 2 | ludwig | 8,065 |
| 3 | vaex | 6,866 |
| 4 | igel | 2,963 |
| 5 | clearml | 2,932 |
| 6 | tslearn | 1,975 |
| 7 | nsfw_model | 857 |
| 8 | pytorch2keras | 770 |
| 9 | deepsparse | 363 |
| 10 | LiuAlgoTrader | 322 |
| 11 | yolo-hand-detection | 156 |
| 12 | sagemaker-explaining-credit-decisions | 74 |
| 13 | fastchess | 65 |
| 14 | type4py | 34 |
| 15 | mlf-core | 31 |
| 16 | ds2ai | 8 |
| 17 | Machine-Learning-Cyrillic-Classifier | 1 |
| 18 | Finance-Using-Python | 0 |
Are you hiring? Post a new remote job listing for free.
