Giters
unda-ml
/
unda
General purpose machine learning crate
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Stargazers:
13
Watchers:
3
Issues:
37
Forks:
4
unda-ml/unda Issues
Dynamic batch sizes
Updated
18 days ago
Comments count
1
Use StreamWriter or BufWriter in HLO serialization
Updated
2 months ago
Printed AST parsing
Closed
2 months ago
Comments count
2
Rethink error handling?
Updated
2 months ago
Comments count
2
Separate model/optimizer step, implement basic optimizers and batch normalization
Updated
2 months ago
Comments count
2
Subterm node
Closed
2 months ago
Comments count
2
Model save/load
Updated
2 months ago
Comments count
3
Automatic layer construction + initialization
Updated
2 months ago
Comments count
1
Parameter structure abstraction
Updated
2 months ago
Comments count
1
Data prefetching?
Closed
2 months ago
Comments count
1
Separate forward/backward pass
Updated
6 months ago
Comments count
2
Common term extraction
Closed
6 months ago
Softmax + MatMul diff issues
Closed
7 months ago
Autodiff support for higher dimensional Jacobians
Updated
7 months ago
Get rid of build warnings
Closed
7 months ago
Comments count
1
Softmax Activation
Closed
7 months ago
Operations for Dense Networks
Closed
7 months ago
Comments count
4
Integrate automatic differentiation with XLA conversion
Closed
7 months ago
Constant folding
Closed
7 months ago
Support all XLA element types
Closed
7 months ago
Comments count
2
Optimize Context::compile and get rid of boilerplate
Updated
7 months ago
Unit testing
Closed
7 months ago
Comments count
1
Output nodes
Closed
7 months ago
Comments count
1
Improve dimensionality checks
Closed
7 months ago
Comments count
1
bf16 problem
Closed
7 months ago
Constant import
Closed
7 months ago
Comments count
1
Tensor Constants
Closed
7 months ago
Implement XLA-Rs for all math/model computation
Closed
8 months ago
Comments count
5
Categorical Cross Entropy not working now :(
Closed
8 months ago
Adding Clone trait to Layer trait causes rust E0391
Closed
8 months ago
Comments count
1
Softmax function not behaving properly
Closed
8 months ago
Need to implement categorical crossentropy
Closed
8 months ago
RELU Activation returning NaN
Closed
8 months ago
Comments count
1
Minibatch backprop no longer works on layers with multiple outputs
Closed
9 months ago
Proper iteration for Mini Batches
Closed
9 months ago
Known Issue: Backprop working improperly when multiple activation functions are mixed
Closed
9 months ago