ML Code Challenges

ID Title Category Difficulty Status
39 Log Softmax deep learning Easy Unsolved Daily Question
1 Matrix times Vector linear algebra Easy Unsolved
10 Calculate Covariance Matrix linear algebra Medium Unsolved
11 Solve Linear Equations using Jacobi Method linear algebra Medium Unsolved
12 Singular Value Decomposition (SVD) linear algebra Hard Unsolved
13 Determinant of a 4x4 Matrix using Laplace's Expansion linear algebra Hard Unsolved
14 Linear Regression Using Normal Equation machine learning Easy Unsolved
15 Linear Regression Using Gradient Descent machine learning Easy Unsolved
16 Feature Scaling Implementation machine learning Easy Unsolved
17 K-Means Clustering machine learning Medium Unsolved
18 Cross-Validation Data Split Implementation machine learning Medium Unsolved
19 Principal Component Analysis (PCA) Implementation machine learning Medium Unsolved
2 Transpose of a Matrix linear algebra Easy Unsolved
20 Decision Tree Learning machine learning Hard Unsolved
21 Pegasos Kernel SVM Implementation machine learning Hard Unsolved
22 Sigmoid Activation Function Understanding deep learning Easy Unsolved
23 Softmax Activation Function Implementation deep learning Easy Unsolved
24 Single Neuron deep learning Easy Unsolved
25 Single Neuron with Backpropagation deep learning Medium Unsolved
26 Implementing Basic Autograd Operations deep learning Medium Unsolved
27 Transformation Matrix from Basis B to C linear algebra Easy Unsolved