Awesome Open Source
Awesome Open Source

The Top 594 Python Machine Learning Classification Open Source Projects on Github

Categories > Data Processing > Classification
Categories > Machine Learning > Machine Learning
In general, a learning problem considers a set of n samples of data and then tries to predict properties of unknown data. If each sample is more than a single number and, for instance, a multi-dimensional entry (aka multivariate data), it is said to have several attributes or features. Learning problems fall into a few categories: supervised learning, in which the data comes with additional attributes that we want to predict (Click here to go to the scikit-learn supervised learning page).This problem can be either: classification: samples belong to two or more classes and we want to learn from already labeled data how to predict the class of unlabeled data. An example of a classification problem would be handwritten digit recognition, in which the aim is to assign each input vector to one of a finite number of discrete categories. Another way to think of classification is as a discrete (as opposed to continuous) form of supervised learning where one has a limited number of categories and for each of the n samples provided, one is to try to label them with the correct category or class. regression: if the desired output consists of one or more continuous variables, then the task is called regression. An example of a regression problem would be the prediction of the length of a salmon as a function of its age and weight. unsupervised learning, in which the training data consists of a set of input vectors x without any corresponding target values. The goal in such problems may be to discover groups of similar examples within the data, where it is called clustering, or to determine the distribution of data within the input space, known as density estimation, or to project the data from a high-dimensional space down to two or three dimensions for the purpose of visualization (Click here to go to the Scikit-Learn unsupervised learning page).
1-100 of 594 projects

Related Projects

Python Python3 Projects (27,710)
Python Machine Learning Projects (15,209)
Python Deep Learning Projects (12,666)
Python Jupyter Notebook Projects (10,428)
Jupyter Notebook Machine Learning Projects (9,239)
Python Tensorflow Projects (8,302)
Python Pytorch Projects (8,107)
Python Neural Network Projects (4,244)
Python Nlp Projects (4,228)
Python Data Science Projects (4,215)
Python Computer Vision Projects (4,173)
Machine Learning Data Science Projects (3,869)
Python Keras Projects (3,652)
Machine Learning Neural Network Projects (3,529)
Python Hacktoberfest Projects (3,499)
Machine Learning Tensorflow Projects (3,132)
Python Jupyter Notebook Machine Learning Projects (2,831)
Python Deep Learning Pytorch Projects (2,788)
Python Pandas Projects (2,785)
Python Raspberry Pi Projects (2,777)
Python Deep Learning Tensorflow Projects (2,614)
Python Numpy Projects (2,604)
Python Artificial Intelligence Projects (2,545)
Machine Learning Artificial Intelligence Projects (2,487)
Python Java Projects (2,429)
Python Natural Language Processing Projects (2,426)
Python Reinforcement Learning Projects (2,421)
Python3 Machine Learning Projects (2,167)
Python Convolutional Neural Networks Projects (2,081)
Machine Learning Computer Vision Projects (1,952)
Python Machine Learning Data Science Projects (1,923)
Python Machine Learning Tensorflow Projects (1,852)
Python Cnn Projects (1,844)
Machine Learning Nlp Projects (1,816)
Python Ai Projects (1,810)
Jupyter Notebook Machine Learning Data Science Projects (1,779)
Python Deep Learning Neural Network Projects (1,767)
Machine Learning Pytorch Projects (1,735)
Python Deep Learning Computer Vision Projects (1,696)
Python Machine Learning Neural Network Projects (1,664)
Python Data Analysis Projects (1,634)
Python Tensorflow Keras Projects (1,630)
Python Deep Neural Networks Projects (1,536)
Python Object Detection Projects (1,530)
Python Classification Projects (1,496)
Python Jupyter Notebook Data Science Projects (1,485)
Machine Learning Natural Language Processing Projects (1,472)
Python Visualization Projects (1,472)
Machine Learning Keras Projects (1,438)
Javascript Machine Learning Projects (1,429)
Python Deep Learning Keras Projects (1,417)
Python Dataset Projects (1,416)
Python Scikit Learn Projects (1,385)
Python Data Visualization Projects (1,382)
Python Python2 Projects (1,320)
Python Jupyter Notebook Deep Learning Projects (1,304)
Machine Learning Ai Projects (1,304)
Machine Learning Classification Projects (1,303)
Python Tutorial Projects (1,292)
Machine Learning Scikit Learn Projects (1,276)
Python Machine Learning Pytorch Projects (1,231)
Python Python3 Machine Learning Projects (1,204)
Python Cryptocurrency Projects (1,152)
Python Gan Projects (1,074)
Python Deep Learning Convolutional Neural Networks Projects (1,069)
R Machine Learning Projects (1,030)
Python Machine Learning Computer Vision Projects (1,004)
Jupyter Notebook Classification Projects (1,003)
Python Statistics Projects (990)
Python Robotics Projects (988)
Python Tensorflow Neural Network Projects (960)
Python Machine Learning Nlp Projects (934)
Machine Learning Convolutional Neural Networks Projects (923)
Python Video Projects (923)
Jupyter Notebook Machine Learning Tensorflow Projects (922)
Machine Learning Deep Neural Networks Projects (922)
Jupyter Notebook Machine Learning Neural Network Projects (914)
Java Machine Learning Projects (904)
Machine Learning Numpy Projects (899)
Python Machine Learning Scikit Learn Projects (891)
Jupyter Notebook Python3 Machine Learning Projects (889)
Python Generative Adversarial Network Projects (885)
Python Image Classification Projects (872)
Python Transformer Projects (868)
Machine Learning Pandas Projects (867)
Python Machine Learning Keras Projects (865)
Python Pandas Numpy Projects (854)
Python Data Mining Projects (840)
Machine Learning Deep Projects (34)
Jupyter Notebook Machine Learning Deep Projects (15)
Python Machine Learning Deep Projects (14)
Machine Learning Deep Neural Network Projects (8)
Machine Learning Deep Tensorflow Projects (7)
Machine Learning Deep Pytorch Projects (6)
Machine Learning Reinforcement Projects (5)
Python Machine Learning Deep Tensorflow Projects (5)
Machine Learning Deep Computer Vision Projects (4)
Machine Learning Deep Data Science Projects (4)