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What happens next is a little like paying a visit to the Twilight Zone She starts singing about taxidermy. One of the lines is, Ill put you in the parlor and youll always be mine. Ill put a Santa hat on you come Christmas time. Baby, I you. And Ms. Murray takes it even further as the song progresses.
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One can see that activation function used is relu. Question could arise that I may also use softmax or sigmoid or tanh. Then, why relu only. To answer this question, let us look at the definition of RELU Rectified Linear Unit which has zero output if the value is negative and covers positive value till infinity. This implies that when output from these 5 neurons in the first hidden layer is passed to these activation functions, then only positive values are retained and limit is infinity. Hence, every positive value is retained whereas sigmoid or tanh activation functions are defined within specific boundaries like 0 to 1 for sigmoid or 1 to 1 for tanh. Hence, RELU is best choice here. Softmax is related to probability and is used where one needs to find the probability of any class belonging to particular real time data. Dense means fully connected network which means each node in the first hidden layer is calculated to all the nodes in the previous layer which is the input layer. Input layer passes two parameters to this layer which is passed to the next layers and these parameters are called weights and bias. Each neuron in the hidden layer multiplies all input with the weights and add bias to them and send the output to the activation function which further removes the negative results if any RELU.
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720, is obviously remote indeed. Realistic consideration of the nature of the Comptroller General's relation to Congress thus reveals that the threat to separation of powers conjured up by the majority is wholly chimerical. The power over removal retained by the Congress is not a power that is exercised outside the legislative process as established by the Constitution, nor does it appear likely that it is a power that adds significantly to the influence Congress may exert over executive officers through other, undoubtedly constitutional exercises of legislative power and through the constitutionally guaranteed impeachment power. Indeed, the removal power is so constrained by its own substantive limits and by the requirement of Presidential approval. "that, as a practical matter, Congress has not exercised, and probably will never exercise, such control over the Comptroller General that his nonlegislative powers will threaten the goal of dispersion of power, and hence the goal of individual liberty, that separation of powers serves. "Ameron, Inc. v. United States Army Corps of Engineers, 787 F. 2d 875, 895 CA3 1986 Becker, J. , concurring in part. Second, and more to the point, the Court overlooks or deliberately ignores the decisive difference between the congressional removal provision and the legislative veto struck down in Chadha: under the Budget and Accounting Act, Congress may remove the Comptroller only through a joint resolution, which, by definition, must be passed by both Houses and signed by the President.
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She took a pennant bearing the insignia of the Society with her on that mission. In 2004, Sullivan was inducted into the Astronaut Hall of Fame and received the Adler Planetarium Women in Space Science Award. In 2013, Sullivan was awarded an honorary doctorate of Science from Willamette University in conjunction with her presentation of a commencement address. In 2014, Sullivan was honored in the Time 100 list. According to John Glenn, "Kathy is not just an ivory tower scientist. She was part of NASA's first class of female astronauts, selected in 1978, and went on to fly three shuttle missions. She is the first American woman to walk in space and served aboard the mission that deployed the Hubble Space Telescope. That role in helping humanity look outward has not prevented her from looking homeward. The planet is suffering increasingly severe upheavals, at least partly a result of climate change droughts, floods, typhoons, tornadoes. I believe my good friend Kathy is the right person for the right job at the right time. "In May 2015, Sullivan was awarded an honorary doctorate from Brown University for her "abundant contributions to science, education and the public good, and her ongoing commitment to improving the state of our planet for future generations.