eriklindernoren/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
PythonMIT
Issues
- 2
Naive Bayes
#108 opened by StevenSopilidis - 0
(A doubt NOT an issue) Gradient of loss function having different sign after performing first-degree differentiation of LogisticLoss
#107 opened by mehulofficial14 - 1
Linear Regression Regularization bias
#105 opened by kotlyar-shapirov - 2
How to save the model?
#96 opened by philipwelia - 1
ML from scratch
#99 opened by MinaFBK - 1
Nestrov Accelerated Gradient Descent
#104 opened by DataSenseiAryan - 2
linear regression
#74 opened by ClarenceTeee - 2
l1 regularization
#58 opened by forcoogle - 0
Project dependencies may have API risk issues
#102 opened by PyDeps - 2
Add Gaussian Process
#59 opened by shikunyu8 - 1
Error in MLP
#77 opened by nagireddy146 - 2
cross entropy is correct?
#98 opened by liyunrui - 0
No lambda, gamma for XGBoostRegressionTree?
#97 opened by jinwoolim8180 - 1
- 0
Adam mhat and vhat updates
#90 opened by shivamsharma01 - 1
Linear Discriminant Analysis
#88 opened by realamirhe - 0
- 0
- 1
mnist = fetch_mldata('MNIST original')
#66 opened by dbl001 - 0
Implementations
#84 opened by mbahadir - 4
- 1
W0 in Linear Discriminant analyis
#33 opened by rahls7 - 0
why LassoRegression need X = normalize(polynomial_features(X, degree=self.degree)) code in LassoRegression class?
#80 opened by RockLeeStudio - 0
BN layer and dropout
#79 opened by zy23456 - 4
- 0
- 0
- 2
How did you generate the plots in the README?
#62 opened by E3V3A - 1
- 0
may be a bug with activation_functions.py
#71 opened by zhouchiji - 4
Installation on Windows throws an error
#44 opened by aashutoshrathi - 0
do you have lstm for recurrent_neural_network.
#69 opened by Sandy4321 - 0
XGBoost fit question
#67 opened by leigao97 - 3
Moore-Penrose pseudo-inverse in linear regression
#55 opened by liadbiz - 0
Deep Learning Applications Classes
#61 opened by tobimichigan - 1
The gradient in gradient descent is not correct.
#38 opened by dschaehi - 3
Data normalization etc.
#42 opened by anjalibhavan - 5
ImportError: when trying example
#45 opened by aashutoshrathi - 2
Suppport Vector Machine Problem
#41 opened by tchaton - 0
Restricted Boltzmann Machine for Missing joints?
#52 opened by JasOlean - 2
- 7
Genetic algorithm mutation rate
#49 opened by stillbigjosh - 1
ipynb
#46 opened by zhyongquan - 0
_calculate_priori in naiveBayes could be simplified
#39 opened by Zhang-O - 0
Adam optimiser bias correction formula
#35 opened by veerendrab - 1
issues when we set up Pooling layer in CNN
#30 opened by WayneDW - 1
suggest renaming of acc_grad
#32 opened by tomVeloso - 2
An error raised when run dcgan.py.
#29 opened by ljch2018 - 2
LSTM layer support ?
#27 opened by ljch2018 - 0