machine_learning_refined
ivy
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| machine_learning_refined | ivy | |
|---|---|---|
| 3 | 1 | |
| 1,584 | 10,475 | |
| - | - | |
| 6.6 | 10.0 | |
| 10 months ago | 12 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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machine_learning_refined
- Machine Learning Refined
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Hands on ML + Introduction to Statistical Learning?
Perceptron from Scratch
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Taking CS 349 (Machine Learning) in Fall
here's the repo that CS375/475 uses: https://github.com/jermwatt/machine_learning_refined.
ivy
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Need internship/part time role in AI/ML/Data Science field.
As a volunteer developer at Ivy, I also been actively contributing to the project for several months now. I extended the Ivy Functional API by adding some linear algebra functions - matrix_exp (https://github.com/ivy-dl/ivy/blob/dev/ivy/linalg/matrix_exp.py) and diff (https://github.com/ivy-dl/ivy/blob/dev/ivy/linalg/diff.py) - to all four popular deep learning frameworks: NumPy, TensorFlow, PyTorch, and JAX. These functions allowed developers to perform matrix exponentiation and differentiation operations more efficiently and easily using any of these frameworks.
What are some alternatives?
ivy - The Unified AI Framework
tensorboardX - tensorboard for pytorch (and chainer, mxnet, numpy, ...)
artificial-intelligence-and-machine-learning - A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm
foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
python - 🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts using Libraries and Logic. These things everyone should know in their journey with programming.
pennylane - PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
tensor-sensor - The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
gurobi-machinelearning - Formulate trained predictors in Gurobi models
leptonai - A Pythonic framework to simplify AI service building
Diabetes-Prediction-Using-SVM - In this case, we train our model with several medical informations such as the blood glucose level, insulin level of patients along with whether the person has diabetes or not so this act as labels whether that person is diabetic or non-diabetic so this will be label for this case.
PDEBench - PDEBench: An Extensive Benchmark for Scientific Machine Learning