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Commits on Dec 23, 2021

• jac support high dimensional input output

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• fix tf matmul bug in backend

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Commits on Dec 22, 2021

• add jacrev on backend methods

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• add jacfwd for backend methods

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• add jvp for backend methods

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Commits on Dec 17, 2021

• backend agnostic optimizer interface

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Commits on Dec 16, 2021

• add has_aux support in grad and value_and_grad

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Commits on Dec 15, 2021

• add fine-grained level control of dtype, backend and contractor settings

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Commits on Dec 14, 2021

• fix jax backend random jit interplay bug

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• more random methods in backends;more stable sort of nodes

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Commits on Dec 8, 2021

• pass the internal code quality check

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Commits on Dec 2, 2021

• add sparse related methods in backends

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Commits on Nov 29, 2021

• rewrite ones, zeros, eye in backend methods to be compatible with global dtype in tc

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Commits on Nov 26, 2021

• add vjp method for backends

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Commits on Nov 25, 2021

• complex svd support on jax backend

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Commits on Nov 19, 2021

• add max/min to backend methods; implement split on two-qubit gates

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Commits on Nov 11, 2021

• add scatter method to backends

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Commits on Nov 9, 2021

• add cumsum as backend methods; implement general Monte Carlo unitary noise simulation method in jittable way

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Commits on Nov 8, 2021

• unique for backends;measurement counts in quantum

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• add uniform and choice random infra for backends methods

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• infra for random of backends; randn

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Commits on Nov 7, 2021

• new vmap impl for tf backend; tree_map for backend

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Commits on Nov 5, 2021

• add onehot for backend

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• fix sum in numpy backend; op2tensor decorator

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Commits on Nov 4, 2021

• add sqrtmh relu on backends and reimplement some quantity functions in backend agnostic way

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Commits on Oct 29, 2021

• add softmax to the backends

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Commits on Oct 27, 2021

• add stack API in backends; fix jit backend vvag bug: make it more robust when argnums is any Pytree

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Commits on Oct 26, 2021

• add vectorized_argnums parameter for vmap and vvag interfaces

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Commits on Oct 22, 2021

• add vectorized_value_and_grad interface for tf and jax backends

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Commits on Oct 15, 2021

• skip pytorch backend test

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Commits on Aug 9, 2020

• add prob model based dqas and van models

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Commits on Apr 20, 2020

• add ad support for torch backend

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Commits on Apr 19, 2020

• add numpy version of vmap

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• add universal vmap

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